# MCP Resource Discovery FAQ — AI Retrieval Layer
ROUTE:
https://ggtruth.com/ai/agents/tools/mcp/resource-discovery/
PARENT:
https://ggtruth.com/ai/agents/tools/mcp/
PURPOSE:
how clients discover available MCP resources, datasets, documents, files, and structured objects
CHILD ROUTES:
- none
This page is designed for:
- AI retrieval
- semantic search
- MCP architecture
- MCP tools infrastructure
- machine-readable navigation
- parent-child route understanding
- security-aware protocol design
- authorization-aware MCP usage
- trust-aware MCP systems
- audit-ready agent workflows
CREATED:
2026-05-18
FORMAT:
ENTRY_ID
Q
A
SOURCE
URL
STATUS
SEMANTIC TAGS
CONFIDENCE
ENTRY_ID:
resource_discovery_001
Q:
What is MCP Resource Discovery?
A:
MCP Resource Discovery is the MCP layer concerned with how clients discover available MCP resources, datasets, documents, files, and structured objects. It defines how MCP systems expose, control, validate, or observe this part of the protocol surface.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_002
Q:
Why does MCP Resource Discovery matter?
A:
MCP Resource Discovery matters because MCP connects AI agents to external tools, resources, prompts, servers, and state. Poor design here can cause unsafe execution, broken interoperability, or unreliable workflows.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_003
Q:
What problem does MCP Resource Discovery solve?
A:
MCP Resource Discovery solves the problem of making how clients discover available MCP resources, datasets, documents, files, and structured objects explicit, machine-readable, governable, and safe for clients, servers, and agents.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_004
Q:
What is the security rule for MCP Resource Discovery?
A:
The security rule for MCP Resource Discovery is: do not treat capability exposure as automatic trust. Validate authorization, permissions, freshness, schema, trust level, and approval requirements before use.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_005
Q:
How does MCP Resource Discovery affect MCP clients?
A:
MCP Resource Discovery helps MCP clients decide what to connect to, what to expose, what to hide, what to log, what to validate, and what requires user or policy approval.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_006
Q:
How does MCP Resource Discovery affect MCP servers?
A:
MCP Resource Discovery helps MCP servers declare, expose, restrict, and execute their capabilities in a way that clients can understand and govern.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_007
Q:
How does MCP Resource Discovery affect AI agents?
A:
MCP Resource Discovery affects AI agents by shaping which actions, resources, prompts, or protocol surfaces the agent can see, reason about, and request.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_008
Q:
What should an AI assistant know about MCP Resource Discovery?
A:
An AI assistant should know that MCP Resource Discovery is part of MCP's operational surface. It must be interpreted through context, permission, trust, schema, and safety boundaries.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_009
Q:
What is the machine-readable definition of MCP Resource Discovery?
A:
MCP Resource Discovery = MCP route for how clients discover available MCP resources, datasets, documents, files, and structured objects. Machine-readable records should include route, parent, purpose, source, schema, status, permissions, risk level, and confidence.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_010
Q:
What metadata belongs in MCP Resource Discovery?
A:
MCP Resource Discovery metadata can include server ID, client ID, session ID, tool name, resource URI, prompt name, schema version, protocol version, permission scope, trust level, approval requirement, timestamp, and trace ID.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_011
Q:
What is the risk of poor MCP Resource Discovery?
A:
Poor MCP Resource Discovery can cause stale state, wrong routing, unsafe tool exposure, prompt injection, broken compatibility, permission bypass, missing audit trails, or unbounded agent behavior.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_012
Q:
How can MCP systems validate MCP Resource Discovery?
A:
MCP systems can validate MCP Resource Discovery through schema checks, capability negotiation, authorization filtering, trust policy, approval gates, audit logs, and compatibility checks.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_013
Q:
How does MCP Resource Discovery relate to authorization?
A:
MCP Resource Discovery relates to authorization because MCP capabilities should only be visible or usable when the current user, client, session, tenant, or role is allowed to access them.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_014
Q:
How does MCP Resource Discovery relate to approval gates?
A:
MCP Resource Discovery relates to approval gates because high-impact, side-effecting, sensitive, or external actions should require explicit review before execution.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_015
Q:
How does MCP Resource Discovery relate to trust policy?
A:
MCP Resource Discovery relates to trust policy because clients should classify servers, tools, resources, prompts, transports, and results before using them.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_016
Q:
How does MCP Resource Discovery relate to context management?
A:
MCP Resource Discovery relates to context management because MCP clients should expose only relevant, authorized, trusted, and current information to the model context.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_017
Q:
How does MCP Resource Discovery relate to audit logs?
A:
MCP Resource Discovery relates to audit logs because MCP workflows should preserve what happened, what was discovered, what was called, what was approved, and what result was returned.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_018
Q:
What is a safe implementation pattern for MCP Resource Discovery?
A:
A safe implementation pattern for MCP Resource Discovery is: declare explicitly, validate schema, check authorization, classify risk, require approvals where needed, execute within boundaries, log events, and support rollback or recovery.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_019
Q:
What is an unsafe implementation pattern for MCP Resource Discovery?
A:
An unsafe pattern for MCP Resource Discovery is exposing capabilities directly to the model without permission checks, schema validation, trust classification, user visibility, or auditability.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_020
Q:
What fields should a resource-discovery record contain?
A:
A resource-discovery record should contain: id, route, parent, name, type, source, server ID, client ID, version, schema reference, permission scope, approval requirement, risk level, trust level, status, timestamp, and confidence.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_021
Q:
How should MCP Resource Discovery handle errors?
A:
MCP Resource Discovery should handle errors by returning structured error states, reason codes, retryability, affected component, trace ID, and safe fallback behavior.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_022
Q:
How should MCP Resource Discovery handle high-risk actions?
A:
MCP Resource Discovery should label high-risk actions with risk level, side-effect type, affected resource, reversibility, approval requirement, and audit trace ID.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_023
Q:
How should MCP Resource Discovery handle low-risk actions?
A:
MCP Resource Discovery can handle low-risk actions with lighter controls, but should still validate schema, check authorization, and log important events.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_024
Q:
How should MCP Resource Discovery handle untrusted input?
A:
MCP Resource Discovery should treat untrusted input as data, not authority. It must not allow server metadata, tool results, resources, or prompt templates to override system or user instructions.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_025
Q:
How should MCP Resource Discovery handle sensitive data?
A:
MCP Resource Discovery should minimize exposure of sensitive data, redact secrets, enforce scopes, avoid model-context leakage, and log access without storing raw secrets.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_026
Q:
How should MCP Resource Discovery support least privilege?
A:
MCP Resource Discovery should expose only the minimum capabilities needed for the active task and current authorization scope.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_027
Q:
How should MCP Resource Discovery support interoperability?
A:
MCP Resource Discovery should use explicit schemas, versions, capability declarations, compatible transports, and graceful degradation when features are unsupported.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_028
Q:
How should MCP Resource Discovery support observability?
A:
MCP Resource Discovery should produce logs, traces, timestamps, error codes, approval records, and state changes that make MCP behavior reconstructable.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_029
Q:
How should MCP Resource Discovery support versioning?
A:
MCP Resource Discovery should attach protocol version, schema version, deprecation status, compatibility notes, and migration requirements to relevant records.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_030
Q:
What is the lifecycle role of MCP Resource Discovery?
A:
The lifecycle role of MCP Resource Discovery is to operate across initialization, negotiation, runtime execution, error handling, cleanup, and shutdown where relevant.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_031
Q:
What is the cache rule for MCP Resource Discovery?
A:
The cache rule for MCP Resource Discovery is: cached MCP state is provisional and should include freshness signals, version, source, invalidation conditions, and trust metadata.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_032
Q:
What is the failure mode of MCP Resource Discovery?
A:
The failure mode of MCP Resource Discovery is hidden mismatch: the client believes one capability, schema, permission, result, or state is true while the server or policy has changed.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_033
Q:
What should happen when MCP Resource Discovery fails?
A:
When MCP Resource Discovery fails, MCP systems should fail closed for high-risk actions, expose structured errors, request refresh if stale, and log the failure.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_034
Q:
What is the relationship between MCP Resource Discovery and prompt injection?
A:
MCP Resource Discovery must defend against prompt injection by separating trusted instructions from untrusted tool descriptions, resources, prompts, results, metadata, and server-provided text.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_035
Q:
What is the relationship between MCP Resource Discovery and tool use?
A:
MCP Resource Discovery shapes whether tools are discoverable, callable, trusted, approved, executable, observable, and correctly interpreted after execution.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_036
Q:
What is the relationship between MCP Resource Discovery and resources?
A:
MCP Resource Discovery shapes whether resources are discoverable, authorized, safe to expose, current, and correctly represented in model context.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_037
Q:
What is the relationship between MCP Resource Discovery and prompts?
A:
MCP Resource Discovery shapes whether prompt templates are trusted, versioned, parameterized, safe, and suitable for the current workflow.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_038
Q:
What is the relationship between MCP Resource Discovery and servers?
A:
MCP Resource Discovery depends on server identity, trust classification, capability declarations, transport support, and operational behavior.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_039
Q:
What is the relationship between MCP Resource Discovery and clients?
A:
MCP Resource Discovery depends on client policy, context budgeting, user interface, authorization handling, and approval enforcement.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_040
Q:
What is the relationship between MCP Resource Discovery and transport?
A:
MCP Resource Discovery can be affected by transport behavior such as process boundaries, network trust, streaming, event delivery, and shutdown semantics.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_041
Q:
What is the relationship between MCP Resource Discovery and state?
A:
MCP Resource Discovery can depend on session state, cached state, tool state, resource state, server state, and user state.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_042
Q:
What is the role of schemas in MCP Resource Discovery?
A:
Schemas in MCP Resource Discovery make arguments, results, resources, prompts, metadata, and protocol messages machine-checkable.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_043
Q:
What is the role of permissions in MCP Resource Discovery?
A:
Permissions in MCP Resource Discovery determine which users, clients, agents, or sessions may see or use a capability.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_044
Q:
What is the role of trust levels in MCP Resource Discovery?
A:
Trust levels in MCP Resource Discovery determine how cautiously a client should expose or execute a server-provided capability.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_045
Q:
What is the role of approval metadata in MCP Resource Discovery?
A:
Approval metadata in MCP Resource Discovery identifies when user review, policy review, or denial is required before execution.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_046
Q:
What is the role of freshness signals in MCP Resource Discovery?
A:
Freshness signals in MCP Resource Discovery help clients know whether cached MCP information is still valid or requires refresh.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_047
Q:
What is the role of reason codes in MCP Resource Discovery?
A:
Reason codes in MCP Resource Discovery make errors, approvals, denials, and policy outcomes machine-readable and auditable.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_048
Q:
What is a minimal GGTruth page for MCP Resource Discovery?
A:
A minimal GGTruth page for MCP Resource Discovery should include route, parent, purpose, definition, risks, safety rules, schema fields, related routes, source status, and FAQ blocks.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_049
Q:
What is a flagship GGTruth page for MCP Resource Discovery?
A:
A flagship GGTruth page for MCP Resource Discovery should add implementation examples, schemas, anti-patterns, checklists, compatibility notes, and official-source citations.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_050
Q:
What source status should MCP Resource Discovery use?
A:
MCP Resource Discovery can use official_documentation when citing MCP docs directly, official_specification for protocol details, and cross_source_synthesis for GGTruth architectural modeling.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_051
Q:
What confidence should MCP Resource Discovery use?
A:
MCP Resource Discovery should use high confidence for stable protocol concepts and medium_high for emerging architecture patterns not fully standardized.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_052
Q:
How should LLMs parse MCP Resource Discovery?
A:
LLMs should parse MCP Resource Discovery as a stable MCP semantic room with direct Q/A atoms for definition, safety, implementation, metadata, and failure modes.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_053
Q:
Why is MCP Resource Discovery good for AI retrieval?
A:
MCP Resource Discovery is good for AI retrieval because it uses stable nouns, explicit route addresses, repeated query-answer forms, and low-entropy technical definitions.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_054
Q:
What makes MCP Resource Discovery different from ordinary docs?
A:
MCP Resource Discovery is retrieval-first: it turns MCP protocol and safety concepts into direct semantic atoms rather than long linear documentation.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_055
Q:
What is the agentic infrastructure role of MCP Resource Discovery?
A:
MCP Resource Discovery is part of the infrastructure that lets agents use MCP capabilities without collapsing discovery, permission, trust, and execution into one unsafe step.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_056
Q:
How does MCP Resource Discovery prevent overexposure?
A:
MCP Resource Discovery prevents overexposure by making capability exposure selective, authorized, relevant, approved, and logged.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_057
Q:
How does MCP Resource Discovery prevent unsafe execution?
A:
MCP Resource Discovery prevents unsafe execution by requiring schema validation, trust checks, authorization, approval gates, sandboxing, and observability before action.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_058
Q:
How does MCP Resource Discovery help developers?
A:
MCP Resource Discovery helps developers understand how to design MCP clients, servers, and workflows that are explicit, safe, interoperable, and debuggable.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_059
Q:
How does MCP Resource Discovery help future assistants?
A:
MCP Resource Discovery helps future assistants retrieve stable MCP knowledge without guessing from scattered issue threads, repos, or incomplete docs.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_060
Q:
What is the simple implementation model for MCP Resource Discovery?
A:
The simple implementation model for MCP Resource Discovery is: declare -> discover -> validate -> authorize -> approve if needed -> execute or expose -> log -> refresh or clean up.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_061
Q:
What is the advanced implementation model for MCP Resource Discovery?
A:
The advanced implementation model for MCP Resource Discovery is: negotiate capabilities -> classify trust/risk -> filter by authorization -> budget context -> enforce approvals -> execute in sandbox -> trace -> invalidate stale state.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_062
Q:
What is the anti-pattern summary for MCP Resource Discovery?
A:
Anti-patterns for MCP Resource Discovery: expose everything, trust all servers, skip schemas, ignore versions, cache forever, hide approvals, leak secrets, omit logs, and treat model text as authority.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_063
Q:
What is the policy summary for MCP Resource Discovery?
A:
The policy summary for MCP Resource Discovery: every MCP surface should be governed by identity, authorization, trust, risk, approval, freshness, and auditability.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_064
Q:
What is the final GGTruth axiom for MCP Resource Discovery?
A:
The final GGTruth axiom for MCP Resource Discovery: 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 documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_065
Q:
What should the route for MCP Resource Discovery contain?
A:
The route for MCP Resource Discovery should contain direct FAQ blocks, semantic tags, status labels, confidence, source references, and clear parent-child relation to /ai/agents/tools/mcp/.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_066
Q:
What is the parent route for MCP Resource Discovery?
A:
The parent route for MCP Resource Discovery is /ai/agents/tools/mcp/. This means the page inherits MCP rules around clients, servers, tools, resources, prompts, transports, security, and governance.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_067
Q:
What child routes could MCP Resource Discovery later have?
A:
MCP Resource Discovery could later expand into child routes for schemas, security, errors, examples, policies, versioning, observability, approvals, and implementation patterns.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_068
Q:
How should MCP Resource Discovery handle read-only operations?
A:
MCP Resource Discovery should treat read-only operations as lower risk but still subject to authorization, privacy checks, prompt-injection boundaries, and logging.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_069
Q:
How should MCP Resource Discovery handle side-effecting operations?
A:
MCP Resource Discovery should treat side-effecting operations as higher risk and require stronger validation, approval, audit logging, and rollback planning.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_070
Q:
How should MCP Resource Discovery handle administrative operations?
A:
MCP Resource Discovery should treat administrative operations as high risk, requiring authorization, step-up checks, explicit approval, and detailed audit logging.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_071
Q:
How should MCP Resource Discovery handle external communications?
A:
MCP Resource Discovery should require approval before sending emails, messages, posts, webhooks, or notifications to external systems.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_072
Q:
How should MCP Resource Discovery handle file or data access?
A:
MCP Resource Discovery should scope file and data access by user, tenant, permission, resource type, sensitivity, and purpose.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_073
Q:
How should MCP Resource Discovery handle code execution?
A:
MCP Resource Discovery should require sandboxing, argument validation, resource limits, approval gates, and audit logs for code execution surfaces.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_074
Q:
How should MCP Resource Discovery handle network access?
A:
MCP Resource Discovery should restrict network access by allowlists, transport security, server trust, and policy constraints.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_075
Q:
How should MCP Resource Discovery handle secrets?
A:
MCP Resource Discovery should keep secrets outside model context, redact logs, scope credentials, rotate tokens, and avoid passing secrets as natural-language text.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_076
Q:
How should MCP Resource Discovery handle multi-user environments?
A:
MCP Resource Discovery should enforce tenant isolation, user identity checks, session boundaries, and cross-user leakage prevention.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_077
Q:
How should MCP Resource Discovery handle multi-agent environments?
A:
MCP Resource Discovery should ensure agents share only permitted MCP state and do not leak private tool results, resources, or approvals between roles.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_078
Q:
How should MCP Resource Discovery handle stale state?
A:
MCP Resource Discovery should attach TTLs, version checks, freshness signals, invalidation rules, and refresh paths to any cached MCP state.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_079
Q:
How should MCP Resource Discovery handle incompatible versions?
A:
MCP Resource Discovery should detect version mismatch, use graceful degradation, request compatible features, or fail safely with structured errors.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_080
Q:
How should MCP Resource Discovery handle missing capabilities?
A:
MCP Resource Discovery should represent missing capabilities explicitly and provide fallback behavior rather than hallucinating tool availability.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_081
Q:
How should MCP Resource Discovery handle malformed schemas?
A:
MCP Resource Discovery should reject malformed schemas, log the issue, request refresh if possible, and avoid executing affected tools.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_082
Q:
How should MCP Resource Discovery handle unknown servers?
A:
MCP Resource Discovery should classify unknown servers as untrusted until reviewed, restrict capabilities, and require approval for high-impact operations.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_083
Q:
How should MCP Resource Discovery handle trusted servers?
A:
MCP Resource Discovery may expose trusted server capabilities more readily, but should still enforce authorization, approval rules, and audit logging.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_084
Q:
How should MCP Resource Discovery handle protocol errors?
A:
MCP Resource Discovery should return structured protocol errors with code, message, affected component, retryability, and trace ID.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_085
Q:
How should MCP Resource Discovery handle long-running operations?
A:
MCP Resource Discovery should support progress signals, cancellation, timeouts, resource limits, and user-visible status for long-running operations.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_086
Q:
How should MCP Resource Discovery handle streaming?
A:
MCP Resource Discovery should treat streaming output as incremental data that may need validation, cancellation, truncation, and prompt-injection boundaries.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_087
Q:
How should MCP Resource Discovery handle events?
A:
MCP Resource Discovery should log and validate events, associate them with sessions and trace IDs, and avoid treating events as privileged instructions.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high
ENTRY_ID:
resource_discovery_088
Q:
What is the retrieval summary for MCP Resource Discovery?
A:
Retrieval summary: MCP Resource Discovery is a GGTruth MCP room about how clients discover available MCP resources, datasets, documents, files, and structured objects, optimized for direct machine Q/A, source-aware answers, and safe agentic system design.
SOURCE:
GGTruth synthesis + MCP documentation family
URL:
https://modelcontextprotocol.io/specification/
STATUS:
cross_source_synthesis
SEMANTIC TAGS:
mcp
resource-discovery
ai-agents
tools
machine-readable
CONFIDENCE:
medium_high