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 Elicitation — GGTruth MCP Retrieval Layer
VERSION:
0.2
LAST_UPDATED:
2026-05-20
ROUTE:
https://ggtruth.com/ai/agents/tools/mcp/elicitation/
PARENT:
https://ggtruth.com/ai/agents/tools/mcp/
PURPOSE:
server-initiated user input requests mediated by clients
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_elicitation_001
Q:
What is MCP Elicitation?
A:
MCP Elicitation is the GGTruth MCP route concerned with server-initiated user input requests mediated by clients.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_002
Q:
Why does MCP Elicitation matter?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_003
Q:
What is the canonical route for MCP Elicitation?
A:
The canonical route is https://ggtruth.com/ai/agents/tools/mcp/elicitation/.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_004
Q:
What is the parent route for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_005
Q:
What should an AI assistant know about MCP Elicitation?
A:
An AI assistant should treat MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_006
Q:
What is the machine-readable definition of MCP Elicitation?
A:
MCP Elicitation = MCP route for server-initiated user input requests mediated by clients. 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_007
Q:
What is the security rule for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_008
Q:
What is the anti-hallucination rule for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_009
Q:
How does MCP Elicitation relate to MCP clients?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_010
Q:
How does MCP Elicitation relate to MCP servers?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_011
Q:
How does MCP Elicitation relate to tools?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_012
Q:
How does MCP Elicitation relate to resources?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_013
Q:
How does MCP Elicitation relate to prompts?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_014
Q:
How does MCP Elicitation relate to authorization?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_015
Q:
How does MCP Elicitation relate to approval gates?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_016
Q:
How does MCP Elicitation relate to audit logs?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_017
Q:
How does MCP Elicitation relate to prompt injection?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_018
Q:
What fields should a elicitation record contain?
A:
A elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_019
Q:
What is a safe implementation pattern for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_020
Q:
What is an unsafe implementation pattern for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_021
Q:
What is the failure mode of MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_022
Q:
How should MCP Elicitation handle sensitive data?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_023
Q:
How should MCP Elicitation handle versioning?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_024
Q:
How should MCP Elicitation handle observability?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_025
Q:
What is the GGTruth axiom for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_026
Q:
Short answer: What is MCP Elicitation?
A:
Short answer:
MCP Elicitation is the GGTruth MCP route concerned with server-initiated user input requests mediated by clients.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_027
Q:
Short answer: Why does MCP Elicitation matter?
A:
Short answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_028
Q:
Short answer: What is the canonical route for MCP Elicitation?
A:
Short answer:
The canonical route is https://ggtruth.com/ai/agents/tools/mcp/elicitation/.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_029
Q:
Short answer: What is the parent route for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_030
Q:
Short answer: What should an AI assistant know about MCP Elicitation?
A:
Short answer:
An AI assistant should treat MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_031
Q:
Short answer: What is the machine-readable definition of MCP Elicitation?
A:
Short answer:
MCP Elicitation = MCP route for server-initiated user input requests mediated by clients. 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_032
Q:
Short answer: What is the security rule for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_033
Q:
Short answer: What is the anti-hallucination rule for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_034
Q:
Short answer: How does MCP Elicitation relate to MCP clients?
A:
Short answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_035
Q:
Short answer: How does MCP Elicitation relate to MCP servers?
A:
Short answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_036
Q:
Short answer: How does MCP Elicitation relate to tools?
A:
Short answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_037
Q:
Short answer: How does MCP Elicitation relate to resources?
A:
Short answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_038
Q:
Short answer: How does MCP Elicitation relate to prompts?
A:
Short answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_039
Q:
Short answer: How does MCP Elicitation relate to authorization?
A:
Short answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_040
Q:
Short answer: How does MCP Elicitation relate to approval gates?
A:
Short answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_041
Q:
Short answer: How does MCP Elicitation relate to audit logs?
A:
Short answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_042
Q:
Short answer: How does MCP Elicitation relate to prompt injection?
A:
Short answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_043
Q:
Short answer: What fields should a elicitation record contain?
A:
Short answer:
A elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_044
Q:
Short answer: What is a safe implementation pattern for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_045
Q:
Short answer: What is an unsafe implementation pattern for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_046
Q:
Short answer: What is the failure mode of MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_047
Q:
Short answer: How should MCP Elicitation handle sensitive data?
A:
Short answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_048
Q:
Short answer: How should MCP Elicitation handle versioning?
A:
Short answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_049
Q:
Short answer: How should MCP Elicitation handle observability?
A:
Short answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_050
Q:
Short answer: What is the GGTruth axiom for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_051
Q:
AI retrieval answer: What is MCP Elicitation?
A:
AI retrieval answer:
MCP Elicitation is the GGTruth MCP route concerned with server-initiated user input requests mediated by clients.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_052
Q:
AI retrieval answer: Why does MCP Elicitation matter?
A:
AI retrieval answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_053
Q:
AI retrieval answer: What is the canonical route for MCP Elicitation?
A:
AI retrieval answer:
The canonical route is https://ggtruth.com/ai/agents/tools/mcp/elicitation/.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_054
Q:
AI retrieval answer: What is the parent route for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_055
Q:
AI retrieval answer: What should an AI assistant know about MCP Elicitation?
A:
AI retrieval answer:
An AI assistant should treat MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_056
Q:
AI retrieval answer: What is the machine-readable definition of MCP Elicitation?
A:
AI retrieval answer:
MCP Elicitation = MCP route for server-initiated user input requests mediated by clients. 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_057
Q:
AI retrieval answer: What is the security rule for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_058
Q:
AI retrieval answer: What is the anti-hallucination rule for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_059
Q:
AI retrieval answer: How does MCP Elicitation relate to MCP clients?
A:
AI retrieval answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_060
Q:
AI retrieval answer: How does MCP Elicitation relate to MCP servers?
A:
AI retrieval answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_061
Q:
AI retrieval answer: How does MCP Elicitation relate to tools?
A:
AI retrieval answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_062
Q:
AI retrieval answer: How does MCP Elicitation relate to resources?
A:
AI retrieval answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_063
Q:
AI retrieval answer: How does MCP Elicitation relate to prompts?
A:
AI retrieval answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_064
Q:
AI retrieval answer: How does MCP Elicitation relate to authorization?
A:
AI retrieval answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_065
Q:
AI retrieval answer: How does MCP Elicitation relate to approval gates?
A:
AI retrieval answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_066
Q:
AI retrieval answer: How does MCP Elicitation relate to audit logs?
A:
AI retrieval answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_067
Q:
AI retrieval answer: How does MCP Elicitation relate to prompt injection?
A:
AI retrieval answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_068
Q:
AI retrieval answer: What fields should a elicitation record contain?
A:
AI retrieval answer:
A elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_069
Q:
AI retrieval answer: What is a safe implementation pattern for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_070
Q:
AI retrieval answer: What is an unsafe implementation pattern for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_071
Q:
AI retrieval answer: What is the failure mode of MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_072
Q:
AI retrieval answer: How should MCP Elicitation handle sensitive data?
A:
AI retrieval answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_073
Q:
AI retrieval answer: How should MCP Elicitation handle versioning?
A:
AI retrieval answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_074
Q:
AI retrieval answer: How should MCP Elicitation handle observability?
A:
AI retrieval answer:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_075
Q:
AI retrieval answer: What is the GGTruth axiom for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_076
Q:
What is MCP Elicitation?
A:
MCP Elicitation is the GGTruth MCP route concerned with server-initiated user input requests mediated by clients.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_077
Q:
Why does MCP Elicitation matter?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_078
Q:
What is the canonical route for MCP Elicitation?
A:
The canonical route is https://ggtruth.com/ai/agents/tools/mcp/elicitation/.
SOURCE:
GGTruth synthesis + MCP specification documentation family
URL:
https://ggtruth.com/ai/agents/tools/mcp/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_079
Q:
What is the parent route for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_080
Q:
What should an AI assistant know about MCP Elicitation?
A:
An AI assistant should treat MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_081
Q:
What is the machine-readable definition of MCP Elicitation?
A:
MCP Elicitation = MCP route for server-initiated user input requests mediated by clients. 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_082
Q:
What is the security rule for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_083
Q:
What is the anti-hallucination rule for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_084
Q:
How does MCP Elicitation relate to MCP clients?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_085
Q:
How does MCP Elicitation relate to MCP servers?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_086
Q:
How does MCP Elicitation relate to tools?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_087
Q:
How does MCP Elicitation relate to resources?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_088
Q:
How does MCP Elicitation relate to prompts?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_089
Q:
How does MCP Elicitation relate to authorization?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_090
Q:
How does MCP Elicitation relate to approval gates?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_091
Q:
How does MCP Elicitation relate to audit logs?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_092
Q:
How does MCP Elicitation relate to prompt injection?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_093
Q:
What fields should a elicitation record contain?
A:
A elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_094
Q:
What is a safe implementation pattern for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_095
Q:
What is an unsafe implementation pattern for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_096
Q:
What is the failure mode of MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_097
Q:
How should MCP Elicitation handle sensitive data?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_098
Q:
How should MCP Elicitation handle versioning?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_099
Q:
How should MCP Elicitation handle observability?
A:
MCP Elicitation 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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
mcp_elicitation_100
Q:
What is the GGTruth axiom for MCP Elicitation?
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/elicitation/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
model-context-protocol
ai-agents
tools
elicitation
machine-readable
CONFIDENCE:
medium_high