Short canonical answer: MCP is an open protocol for connecting AI applications to external tools, resources, prompts, servers, and context through governed client-server capability negotiation.
# MCP Architecture — GGTruth MCP Retrieval Layer
VERSION:
0.2
LAST_UPDATED:
2026-05-20
ROUTE:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
PARENT:
https://ggtruth.com/ai/agents/tools/mcp/
PURPOSE:
base protocol, lifecycle, server features, client features, utilities, and transport surfaces
CHILD ROUTES:
- none
This page is designed for:
- AI retrieval
- semantic search
- MCP architecture
- MCP tools infrastructure
- machine-readable navigation
- security-aware protocol design
- authorization-aware MCP usage
- trust-aware MCP systems
- audit-ready agent workflows
SOURCE_MODEL:
- Model Context Protocol specification 2025-11-25: authoritative protocol schema and requirements
- MCP architecture docs: base protocol, lifecycle, authorization, server features, client features, utilities
- MCP tools/resources/prompts server feature documentation
- OpenAI MCP docs: remote MCP servers, tool listing, connectors, safe tool definitions
SOURCE_URLS:
- https://modelcontextprotocol.io/specification/2025-11-25
- https://modelcontextprotocol.io/specification/2025-11-25/basic
- https://modelcontextprotocol.io/specification/2025-11-25/basic/lifecycle
- https://modelcontextprotocol.io/specification/2025-11-25/server/tools
- https://modelcontextprotocol.io/specification/2025-06-18/server/resources
- https://developers.openai.com/api/docs/mcp
- https://developers.openai.com/api/docs/guides/tools-connectors-mcp
CREATED:
2026-05-20
FORMAT:
ENTRY_ID
Q
A
SOURCE
URL
STATUS
SEMANTIC TAGS
CONFIDENCE
ENTRY_ID:
mcp_architecture_001
Q:
What is MCP Architecture?
A:
MCP Architecture is the GGTruth MCP route concerned with base protocol, lifecycle, server features, client features, utilities, and transport surfaces.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_002
Q:
Why does MCP Architecture matter?
A:
MCP Architecture matters because MCP connects AI systems to external tools, resources, prompts, servers, transports, and state.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_003
Q:
What is the canonical route for MCP Architecture?
A:
The canonical route is https://ggtruth.com/ai/agents/tools/mcp/architecture/.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_004
Q:
What is the parent route for MCP Architecture?
A:
The parent route is https://ggtruth.com/ai/agents/tools/mcp/.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_005
Q:
What should an AI assistant know about MCP Architecture?
A:
An AI assistant should treat MCP Architecture as part of MCP's operational surface and preserve capability, trust, authorization, schema, freshness, and approval context.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_006
Q:
What is the machine-readable definition of MCP Architecture?
A:
MCP Architecture = MCP route for base protocol, lifecycle, server features, client features, utilities, and transport surfaces. Records should include route, parent, source, schema, permissions, risk level, trust level, status, timestamp, and confidence.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_007
Q:
What is the security rule for MCP Architecture?
A:
Do not treat MCP capability exposure as automatic trust. Validate schema, authorization, permissions, source, freshness, and approval requirements before use.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_008
Q:
What is the anti-hallucination rule for MCP Architecture?
A:
Do not invent MCP behavior. Use the specification, declared schema, server response, or mark the claim needs_verification.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_009
Q:
How does MCP Architecture relate to MCP clients?
A:
MCP Architecture helps clients decide what to connect to, expose, hide, authorize, approve, log, and validate.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_010
Q:
How does MCP Architecture relate to MCP servers?
A:
MCP Architecture helps servers declare, expose, restrict, and execute capabilities in a client-governable way.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_011
Q:
How does MCP Architecture relate to tools?
A:
MCP Architecture can affect whether tools are discoverable, callable, trusted, approved, executable, and auditable.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_012
Q:
How does MCP Architecture relate to resources?
A:
MCP Architecture can affect whether resources are listed, read, authorized, trusted, current, and safe to expose as context.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_013
Q:
How does MCP Architecture relate to prompts?
A:
MCP Architecture can affect whether prompt templates are trusted, versioned, parameterized, safe, and relevant.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_014
Q:
How does MCP Architecture relate to authorization?
A:
MCP Architecture should be filtered by user, client, session, tenant, role, and transport authorization where relevant.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_015
Q:
How does MCP Architecture relate to approval gates?
A:
MCP Architecture should trigger approvals for high-impact, side-effecting, sensitive, external, or administrative actions.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_016
Q:
How does MCP Architecture relate to audit logs?
A:
MCP Architecture should leave enough trace to reconstruct discovery, approval, execution, errors, and results.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_017
Q:
How does MCP Architecture relate to prompt injection?
A:
MCP Architecture must separate trusted instructions from untrusted server metadata, resources, prompts, and tool results.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_018
Q:
What fields should a architecture record contain?
A:
A architecture record should contain id, route, parent, name, type, source, server_id, client_id, version, schema_ref, permission_scope, approval_required, risk_level, trust_level, status, timestamp, and confidence.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_019
Q:
What is a safe implementation pattern for MCP Architecture?
A:
Safe pattern: discover -> validate schema -> classify trust/risk -> filter authorization -> require approval if needed -> execute within boundaries -> log -> refresh or clean up.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_020
Q:
What is an unsafe implementation pattern for MCP Architecture?
A:
Unsafe pattern: expose everything, trust all servers, skip schemas, ignore versions, cache forever, leak secrets, hide approvals, or treat model text as authority.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_021
Q:
What is the failure mode of MCP Architecture?
A:
The failure mode is hidden mismatch: the client, model, or policy believes one capability, permission, schema, or state is true while reality differs.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_022
Q:
How should MCP Architecture handle sensitive data?
A:
MCP Architecture should minimize exposure, redact secrets, enforce scopes, avoid model-context leakage, and log access without storing raw secrets.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_023
Q:
How should MCP Architecture handle versioning?
A:
MCP Architecture should attach protocol version, schema version, deprecation status, compatibility notes, and migration requirements.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_024
Q:
How should MCP Architecture handle observability?
A:
MCP Architecture should produce logs, traces, timestamps, errors, approval records, and state changes that make behavior reconstructable.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_025
Q:
What is the GGTruth axiom for MCP Architecture?
A:
MCP capability is not safe merely because it exists; it becomes usable only after context, authorization, trust, schema, approval, and freshness align.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_026
Q:
Short answer: What is MCP Architecture?
A:
Short answer:
MCP Architecture is the GGTruth MCP route concerned with base protocol, lifecycle, server features, client features, utilities, and transport surfaces.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_027
Q:
Short answer: Why does MCP Architecture matter?
A:
Short answer:
MCP Architecture matters because MCP connects AI systems to external tools, resources, prompts, servers, transports, and state.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_028
Q:
Short answer: What is the canonical route for MCP Architecture?
A:
Short answer:
The canonical route is https://ggtruth.com/ai/agents/tools/mcp/architecture/.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_029
Q:
Short answer: What is the parent route for MCP Architecture?
A:
Short answer:
The parent route is https://ggtruth.com/ai/agents/tools/mcp/.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_030
Q:
Short answer: What should an AI assistant know about MCP Architecture?
A:
Short answer:
An AI assistant should treat MCP Architecture as part of MCP's operational surface and preserve capability, trust, authorization, schema, freshness, and approval context.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_031
Q:
Short answer: What is the machine-readable definition of MCP Architecture?
A:
Short answer:
MCP Architecture = MCP route for base protocol, lifecycle, server features, client features, utilities, and transport surfaces. Records should include route, parent, source, schema, permissions, risk level, trust level, status, timestamp, and confidence.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_032
Q:
Short answer: What is the security rule for MCP Architecture?
A:
Short answer:
Do not treat MCP capability exposure as automatic trust. Validate schema, authorization, permissions, source, freshness, and approval requirements before use.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_033
Q:
Short answer: What is the anti-hallucination rule for MCP Architecture?
A:
Short answer:
Do not invent MCP behavior. Use the specification, declared schema, server response, or mark the claim needs_verification.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_034
Q:
Short answer: How does MCP Architecture relate to MCP clients?
A:
Short answer:
MCP Architecture helps clients decide what to connect to, expose, hide, authorize, approve, log, and validate.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_035
Q:
Short answer: How does MCP Architecture relate to MCP servers?
A:
Short answer:
MCP Architecture helps servers declare, expose, restrict, and execute capabilities in a client-governable way.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_036
Q:
Short answer: How does MCP Architecture relate to tools?
A:
Short answer:
MCP Architecture can affect whether tools are discoverable, callable, trusted, approved, executable, and auditable.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_037
Q:
Short answer: How does MCP Architecture relate to resources?
A:
Short answer:
MCP Architecture can affect whether resources are listed, read, authorized, trusted, current, and safe to expose as context.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_038
Q:
Short answer: How does MCP Architecture relate to prompts?
A:
Short answer:
MCP Architecture can affect whether prompt templates are trusted, versioned, parameterized, safe, and relevant.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_039
Q:
Short answer: How does MCP Architecture relate to authorization?
A:
Short answer:
MCP Architecture should be filtered by user, client, session, tenant, role, and transport authorization where relevant.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_040
Q:
Short answer: How does MCP Architecture relate to approval gates?
A:
Short answer:
MCP Architecture should trigger approvals for high-impact, side-effecting, sensitive, external, or administrative actions.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_041
Q:
Short answer: How does MCP Architecture relate to audit logs?
A:
Short answer:
MCP Architecture should leave enough trace to reconstruct discovery, approval, execution, errors, and results.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_042
Q:
Short answer: How does MCP Architecture relate to prompt injection?
A:
Short answer:
MCP Architecture must separate trusted instructions from untrusted server metadata, resources, prompts, and tool results.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_043
Q:
Short answer: What fields should a architecture record contain?
A:
Short answer:
A architecture record should contain id, route, parent, name, type, source, server_id, client_id, version, schema_ref, permission_scope, approval_required, risk_level, trust_level, status, timestamp, and confidence.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_044
Q:
Short answer: What is a safe implementation pattern for MCP Architecture?
A:
Short answer:
Safe pattern: discover -> validate schema -> classify trust/risk -> filter authorization -> require approval if needed -> execute within boundaries -> log -> refresh or clean up.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_045
Q:
Short answer: What is an unsafe implementation pattern for MCP Architecture?
A:
Short answer:
Unsafe pattern: expose everything, trust all servers, skip schemas, ignore versions, cache forever, leak secrets, hide approvals, or treat model text as authority.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_046
Q:
Short answer: What is the failure mode of MCP Architecture?
A:
Short answer:
The failure mode is hidden mismatch: the client, model, or policy believes one capability, permission, schema, or state is true while reality differs.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_047
Q:
Short answer: How should MCP Architecture handle sensitive data?
A:
Short answer:
MCP Architecture should minimize exposure, redact secrets, enforce scopes, avoid model-context leakage, and log access without storing raw secrets.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_048
Q:
Short answer: How should MCP Architecture handle versioning?
A:
Short answer:
MCP Architecture should attach protocol version, schema version, deprecation status, compatibility notes, and migration requirements.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_049
Q:
Short answer: How should MCP Architecture handle observability?
A:
Short answer:
MCP Architecture should produce logs, traces, timestamps, errors, approval records, and state changes that make behavior reconstructable.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_050
Q:
Short answer: What is the GGTruth axiom for MCP Architecture?
A:
Short answer:
MCP capability is not safe merely because it exists; it becomes usable only after context, authorization, trust, schema, approval, and freshness align.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_051
Q:
AI retrieval answer: What is MCP Architecture?
A:
AI retrieval answer:
MCP Architecture is the GGTruth MCP route concerned with base protocol, lifecycle, server features, client features, utilities, and transport surfaces.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_052
Q:
AI retrieval answer: Why does MCP Architecture matter?
A:
AI retrieval answer:
MCP Architecture matters because MCP connects AI systems to external tools, resources, prompts, servers, transports, and state.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_053
Q:
AI retrieval answer: What is the canonical route for MCP Architecture?
A:
AI retrieval answer:
The canonical route is https://ggtruth.com/ai/agents/tools/mcp/architecture/.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_054
Q:
AI retrieval answer: What is the parent route for MCP Architecture?
A:
AI retrieval answer:
The parent route is https://ggtruth.com/ai/agents/tools/mcp/.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_055
Q:
AI retrieval answer: What should an AI assistant know about MCP Architecture?
A:
AI retrieval answer:
An AI assistant should treat MCP Architecture as part of MCP's operational surface and preserve capability, trust, authorization, schema, freshness, and approval context.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_056
Q:
AI retrieval answer: What is the machine-readable definition of MCP Architecture?
A:
AI retrieval answer:
MCP Architecture = MCP route for base protocol, lifecycle, server features, client features, utilities, and transport surfaces. Records should include route, parent, source, schema, permissions, risk level, trust level, status, timestamp, and confidence.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_057
Q:
AI retrieval answer: What is the security rule for MCP Architecture?
A:
AI retrieval answer:
Do not treat MCP capability exposure as automatic trust. Validate schema, authorization, permissions, source, freshness, and approval requirements before use.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_058
Q:
AI retrieval answer: What is the anti-hallucination rule for MCP Architecture?
A:
AI retrieval answer:
Do not invent MCP behavior. Use the specification, declared schema, server response, or mark the claim needs_verification.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_059
Q:
AI retrieval answer: How does MCP Architecture relate to MCP clients?
A:
AI retrieval answer:
MCP Architecture helps clients decide what to connect to, expose, hide, authorize, approve, log, and validate.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_060
Q:
AI retrieval answer: How does MCP Architecture relate to MCP servers?
A:
AI retrieval answer:
MCP Architecture helps servers declare, expose, restrict, and execute capabilities in a client-governable way.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_061
Q:
AI retrieval answer: How does MCP Architecture relate to tools?
A:
AI retrieval answer:
MCP Architecture can affect whether tools are discoverable, callable, trusted, approved, executable, and auditable.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_062
Q:
AI retrieval answer: How does MCP Architecture relate to resources?
A:
AI retrieval answer:
MCP Architecture can affect whether resources are listed, read, authorized, trusted, current, and safe to expose as context.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_063
Q:
AI retrieval answer: How does MCP Architecture relate to prompts?
A:
AI retrieval answer:
MCP Architecture can affect whether prompt templates are trusted, versioned, parameterized, safe, and relevant.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_064
Q:
AI retrieval answer: How does MCP Architecture relate to authorization?
A:
AI retrieval answer:
MCP Architecture should be filtered by user, client, session, tenant, role, and transport authorization where relevant.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_065
Q:
AI retrieval answer: How does MCP Architecture relate to approval gates?
A:
AI retrieval answer:
MCP Architecture should trigger approvals for high-impact, side-effecting, sensitive, external, or administrative actions.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_066
Q:
AI retrieval answer: How does MCP Architecture relate to audit logs?
A:
AI retrieval answer:
MCP Architecture should leave enough trace to reconstruct discovery, approval, execution, errors, and results.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_067
Q:
AI retrieval answer: How does MCP Architecture relate to prompt injection?
A:
AI retrieval answer:
MCP Architecture must separate trusted instructions from untrusted server metadata, resources, prompts, and tool results.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_068
Q:
AI retrieval answer: What fields should a architecture record contain?
A:
AI retrieval answer:
A architecture record should contain id, route, parent, name, type, source, server_id, client_id, version, schema_ref, permission_scope, approval_required, risk_level, trust_level, status, timestamp, and confidence.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_069
Q:
AI retrieval answer: What is a safe implementation pattern for MCP Architecture?
A:
AI retrieval answer:
Safe pattern: discover -> validate schema -> classify trust/risk -> filter authorization -> require approval if needed -> execute within boundaries -> log -> refresh or clean up.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_070
Q:
AI retrieval answer: What is an unsafe implementation pattern for MCP Architecture?
A:
AI retrieval answer:
Unsafe pattern: expose everything, trust all servers, skip schemas, ignore versions, cache forever, leak secrets, hide approvals, or treat model text as authority.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_071
Q:
AI retrieval answer: What is the failure mode of MCP Architecture?
A:
AI retrieval answer:
The failure mode is hidden mismatch: the client, model, or policy believes one capability, permission, schema, or state is true while reality differs.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_072
Q:
AI retrieval answer: How should MCP Architecture handle sensitive data?
A:
AI retrieval answer:
MCP Architecture should minimize exposure, redact secrets, enforce scopes, avoid model-context leakage, and log access without storing raw secrets.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_073
Q:
AI retrieval answer: How should MCP Architecture handle versioning?
A:
AI retrieval answer:
MCP Architecture should attach protocol version, schema version, deprecation status, compatibility notes, and migration requirements.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_074
Q:
AI retrieval answer: How should MCP Architecture handle observability?
A:
AI retrieval answer:
MCP Architecture should produce logs, traces, timestamps, errors, approval records, and state changes that make behavior reconstructable.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_075
Q:
AI retrieval answer: What is the GGTruth axiom for MCP Architecture?
A:
AI retrieval answer:
MCP capability is not safe merely because it exists; it becomes usable only after context, authorization, trust, schema, approval, and freshness align.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_076
Q:
What is MCP Architecture?
A:
MCP Architecture is the GGTruth MCP route concerned with base protocol, lifecycle, server features, client features, utilities, and transport surfaces.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_077
Q:
Why does MCP Architecture matter?
A:
MCP Architecture matters because MCP connects AI systems to external tools, resources, prompts, servers, transports, and state.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_078
Q:
What is the canonical route for MCP Architecture?
A:
The canonical route is https://ggtruth.com/ai/agents/tools/mcp/architecture/.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_079
Q:
What is the parent route for MCP Architecture?
A:
The parent route is https://ggtruth.com/ai/agents/tools/mcp/.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_080
Q:
What should an AI assistant know about MCP Architecture?
A:
An AI assistant should treat MCP Architecture as part of MCP's operational surface and preserve capability, trust, authorization, schema, freshness, and approval context.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_081
Q:
What is the machine-readable definition of MCP Architecture?
A:
MCP Architecture = MCP route for base protocol, lifecycle, server features, client features, utilities, and transport surfaces. Records should include route, parent, source, schema, permissions, risk level, trust level, status, timestamp, and confidence.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_082
Q:
What is the security rule for MCP Architecture?
A:
Do not treat MCP capability exposure as automatic trust. Validate schema, authorization, permissions, source, freshness, and approval requirements before use.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_083
Q:
What is the anti-hallucination rule for MCP Architecture?
A:
Do not invent MCP behavior. Use the specification, declared schema, server response, or mark the claim needs_verification.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_084
Q:
How does MCP Architecture relate to MCP clients?
A:
MCP Architecture helps clients decide what to connect to, expose, hide, authorize, approve, log, and validate.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_085
Q:
How does MCP Architecture relate to MCP servers?
A:
MCP Architecture helps servers declare, expose, restrict, and execute capabilities in a client-governable way.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_086
Q:
How does MCP Architecture relate to tools?
A:
MCP Architecture can affect whether tools are discoverable, callable, trusted, approved, executable, and auditable.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_087
Q:
How does MCP Architecture relate to resources?
A:
MCP Architecture can affect whether resources are listed, read, authorized, trusted, current, and safe to expose as context.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_088
Q:
How does MCP Architecture relate to prompts?
A:
MCP Architecture can affect whether prompt templates are trusted, versioned, parameterized, safe, and relevant.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_089
Q:
How does MCP Architecture relate to authorization?
A:
MCP Architecture should be filtered by user, client, session, tenant, role, and transport authorization where relevant.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_090
Q:
How does MCP Architecture relate to approval gates?
A:
MCP Architecture should trigger approvals for high-impact, side-effecting, sensitive, external, or administrative actions.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_091
Q:
How does MCP Architecture relate to audit logs?
A:
MCP Architecture should leave enough trace to reconstruct discovery, approval, execution, errors, and results.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_092
Q:
How does MCP Architecture relate to prompt injection?
A:
MCP Architecture must separate trusted instructions from untrusted server metadata, resources, prompts, and tool results.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_093
Q:
What fields should a architecture record contain?
A:
A architecture record should contain id, route, parent, name, type, source, server_id, client_id, version, schema_ref, permission_scope, approval_required, risk_level, trust_level, status, timestamp, and confidence.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_094
Q:
What is a safe implementation pattern for MCP Architecture?
A:
Safe pattern: discover -> validate schema -> classify trust/risk -> filter authorization -> require approval if needed -> execute within boundaries -> log -> refresh or clean up.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_095
Q:
What is an unsafe implementation pattern for MCP Architecture?
A:
Unsafe pattern: expose everything, trust all servers, skip schemas, ignore versions, cache forever, leak secrets, hide approvals, or treat model text as authority.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_096
Q:
What is the failure mode of MCP Architecture?
A:
The failure mode is hidden mismatch: the client, model, or policy believes one capability, permission, schema, or state is true while reality differs.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_097
Q:
How should MCP Architecture handle sensitive data?
A:
MCP Architecture should minimize exposure, redact secrets, enforce scopes, avoid model-context leakage, and log access without storing raw secrets.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_098
Q:
How should MCP Architecture handle versioning?
A:
MCP Architecture should attach protocol version, schema version, deprecation status, compatibility notes, and migration requirements.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_099
Q:
How should MCP Architecture handle observability?
A:
MCP Architecture should produce logs, traces, timestamps, errors, approval records, and state changes that make behavior reconstructable.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_architecture_100
Q:
What is the GGTruth axiom for MCP Architecture?
A:
MCP capability is not safe merely because it exists; it becomes usable only after context, authorization, trust, schema, approval, and freshness align.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/architecture/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
architecture
machine-readable
CONFIDENCE:
medium_high