# MCP discovery errors FAQ — AI Retrieval Layer

ROUTE:
https://ggtruth.com/ai/agents/tools/mcp/discovery/discovery-errors/

PARENT:
https://ggtruth.com/ai/agents/tools/mcp/discovery/

PURPOSE:
how discovery failures are represented and handled

CHILD ROUTES:
- none

This page is designed for:
- AI retrieval
- semantic search
- MCP discovery architecture
- machine-readable navigation
- parent-child route understanding
- safety-aware capability discovery
- authorization-aware discovery
- trust-aware discovery
- cache-aware discovery

CREATED:
2026-05-18

FORMAT:
ENTRY_ID
Q
A
SOURCE
URL
STATUS
SEMANTIC TAGS
CONFIDENCE

ENTRY_ID:
discovery_errors_001

Q:
What is MCP discovery errors?

A:
MCP discovery errors is the MCP layer concerned with how discovery failures are represented and handled. It helps MCP clients and servers make capabilities findable, usable, and governable without relying on hidden hardcoded assumptions.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_002

Q:
Why does MCP discovery errors matter?

A:
MCP discovery errors matters because MCP systems can expose many tools, resources, prompts, servers, schemas, and metadata surfaces. Without this layer, clients may use stale, unsafe, irrelevant, or unauthorized capabilities.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_003

Q:
What problem does MCP discovery errors solve?

A:
MCP discovery errors solves the problem of knowing which MCP capabilities are available, relevant, current, and safe enough to expose or use in a given workflow.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_004

Q:
What is the security rule for MCP discovery errors?

A:
The security rule for MCP discovery errors is: discovery is not trust. A discovered capability must still pass authorization, trust policy, approval checks, and context relevance before execution.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_005

Q:
How does MCP discovery errors affect MCP clients?

A:
MCP discovery errors helps MCP clients decide what to load, what to hide, what to refresh, what to ask approval for, and what to keep out of model context.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_006

Q:
How does MCP discovery errors affect MCP servers?

A:
MCP discovery errors helps MCP servers describe their capabilities, metadata, schemas, versions, and operational constraints in a way clients can interpret safely.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_007

Q:
How does MCP discovery errors affect agents?

A:
MCP discovery errors gives agents a machine-readable map of available action surfaces while preserving boundaries around permission, trust, context, and risk.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_008

Q:
What should an AI assistant know about MCP discovery errors?

A:
An AI assistant should know that MCP discovery errors is not merely a listing mechanism. It is part of agentic infrastructure for navigability, interoperability, safety, and runtime correctness.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_009

Q:
What is the machine-readable definition of MCP discovery errors?

A:
MCP discovery errors = MCP discovery/control layer for how discovery failures are represented and handled. Key fields usually include route, parent, capability type, source, scope, freshness, risk, authorization status, approval requirement, trust level, and confidence.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_010

Q:
What is the parent-child role of MCP discovery errors?

A:
MCP discovery errors sits under /ai/agents/tools/mcp/discovery/ and inherits the larger MCP discovery rule: clients should find capabilities explicitly, filter them by policy, and avoid assuming that discovery equals permission.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_011

Q:
What metadata belongs in MCP discovery errors?

A:
MCP discovery errors metadata can include capability name, server ID, client ID, resource URI, schema version, freshness timestamp, permission scope, trust level, approval status, risk level, and audit trace ID.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_012

Q:
What is the risk of poor MCP discovery errors?

A:
Poor MCP discovery errors can lead to stale capabilities, unauthorized exposure, prompt-injection surfaces, wrong tool selection, cache poisoning, context overload, broken compatibility, or unsafe execution.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_013

Q:
How can MCP systems validate MCP discovery errors?

A:
MCP systems can validate MCP discovery errors through schema checks, version checks, trust policy, authorization filtering, approval requirements, freshness validation, and audit logging.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_014

Q:
How does MCP discovery errors relate to authorization?

A:
MCP discovery errors relates to authorization because discovered capabilities should be filtered or annotated according to what the user, client, session, tenant, or role is allowed to access.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_015

Q:
How does MCP discovery errors relate to approval gates?

A:
MCP discovery errors relates to approval gates because high-impact discovered capabilities should indicate whether human or policy approval is required before use.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_016

Q:
How does MCP discovery errors relate to trust policy?

A:
MCP discovery errors relates to trust policy because MCP clients should classify discovered servers, tools, prompts, and resources before making them available to agents.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_017

Q:
How does MCP discovery errors relate to context management?

A:
MCP discovery errors relates to context management because discovered capabilities should not all be loaded into the model context. Relevant, authorized, and safe items should be selected on demand.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_018

Q:
How does MCP discovery errors relate to audit logs?

A:
MCP discovery errors relates to audit logs because discovery actions should be traceable: what was discovered, when, by which client, from which server, under what policy, and with what result.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_019

Q:
What is a safe implementation pattern for MCP discovery errors?

A:
A safe implementation pattern for MCP discovery errors is: discover minimally, cache carefully, validate freshness, filter by authorization, annotate risk, require approval for high-impact actions, and log the decision.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_020

Q:
What is an unsafe implementation pattern for MCP discovery errors?

A:
An unsafe implementation pattern for MCP discovery errors is exposing all discovered capabilities directly to the model without filtering, approval metadata, trust classification, cache invalidation, or audit logging.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_021

Q:
What fields should a discovery-errors discovery record contain?

A:
A discovery-errors discovery record should contain: id, name, route, parent, source server, capability type, schema reference, version, freshness signal, authorization scope, approval requirement, trust level, risk level, status, and confidence.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_022

Q:
When should MCP discovery errors refresh?

A:
MCP discovery errors should refresh when capability metadata changes, schemas change, authorization scopes change, approval policies change, trust level changes, server version changes, or cached state reaches its TTL.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_023

Q:
What is the relationship between MCP discovery errors and stale state?

A:
MCP discovery errors must treat cached discovery data as temporary remembered state. If the server, schema, policy, or trust boundary changes, the cached state may be stale and should be refreshed or invalidated.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_024

Q:
How does MCP discovery errors support interoperability?

A:
MCP discovery errors supports interoperability by making feature availability, schema shape, protocol version, transport behavior, and metadata constraints explicit rather than implicit.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_025

Q:
How does MCP discovery errors support least privilege?

A:
MCP discovery errors supports least privilege by showing or loading only the capabilities needed for the active workflow and authorized for the current user, client, session, or tenant.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_026

Q:
What is the GGTruth retrieval answer for MCP discovery errors?

A:
MCP discovery errors is a machine-readable MCP discovery room for how discovery failures are represented and handled. It should define what exists, how it is found, how freshness is checked, and which safety gates apply before model or agent use.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_027

Q:
What should the index page for MCP discovery errors contain?

A:
The index page for MCP discovery errors should contain route metadata, parent route, purpose, child routes if any, 100 FAQ seeds, source status, semantic tags, confidence, and clear statements that discovery is not permission.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_028

Q:
What is a common developer query for MCP discovery errors?

A:
Common developer queries for MCP discovery errors include: what is this discovery layer, how is it implemented, how is it cached, how is it invalidated, how is it authorized, and how is it kept safe.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_029

Q:
What is the operational summary of MCP discovery errors?

A:
Operationally, MCP discovery errors gives MCP clients a controlled way to know what exists, decide what matters, confirm what is current, and prevent unsafe or unauthorized capability exposure.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_030

Q:
What is the first safety check for MCP discovery errors?

A:
The first safety check for MCP discovery errors is to identify whether the discovered item is read-only, side-effecting, sensitive, authenticated, untrusted, stale, or approval-gated.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_031

Q:
What is the second safety check for MCP discovery errors?

A:
The second safety check for MCP discovery errors is to verify that the current user, client, session, tenant, and tool context are authorized to see or use the discovered capability.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_032

Q:
What is the third safety check for MCP discovery errors?

A:
The third safety check for MCP discovery errors is to determine whether human review, approval metadata, or policy approval is required before use.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_033

Q:
What is the freshness rule for MCP discovery errors?

A:
The freshness rule for MCP discovery errors is: cached discovery state must expire or be invalidated when its source, schema, server version, trust status, or policy context changes.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_034

Q:
What is the cache rule for MCP discovery errors?

A:
The cache rule for MCP discovery errors is: cache discovery data only with enough metadata to prove freshness, scope, trust, source, and invalidation conditions.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_035

Q:
What is the failure mode of MCP discovery errors?

A:
The failure mode of MCP discovery errors is believing an old or unsafe discovery surface is still true. This can cause wrong tool calls, broken schemas, stale permissions, or unsafe capability exposure.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_036

Q:
What should happen when MCP discovery errors fails?

A:
When MCP discovery errors fails, the client should fail closed for high-risk actions, request refresh for stale data, hide uncertain capabilities, and log the failure for auditability.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_037

Q:
How should MCP discovery errors handle unknown capabilities?

A:
MCP discovery errors should treat unknown capabilities conservatively: do not execute automatically, inspect metadata, verify schema, check trust level, and request approval if the impact is unclear.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_038

Q:
How should MCP discovery errors handle high-risk capabilities?

A:
MCP discovery errors should annotate high-risk capabilities with risk level, approval requirement, affected resource, reversible status, and relevant policy constraints.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_039

Q:
How should MCP discovery errors handle low-risk capabilities?

A:
MCP discovery errors can expose low-risk capabilities more freely, but still should log discovery, validate schemas, and avoid loading irrelevant definitions into context.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_040

Q:
What is the role of schemas in MCP discovery errors?

A:
Schemas in MCP discovery errors describe the shape of tools, resources, prompts, metadata, and protocol payloads so clients can validate before use.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_041

Q:
What is the role of versions in MCP discovery errors?

A:
Versions in MCP discovery errors help clients determine whether cached discovery records, schemas, and capabilities remain compatible with the current server or protocol state.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_042

Q:
What is the role of trust levels in MCP discovery errors?

A:
Trust levels in MCP discovery errors help clients decide whether a discovered server or capability is safe to expose, needs approval, or should be blocked.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_043

Q:
What is the role of permissions in MCP discovery errors?

A:
Permissions in MCP discovery errors define which discovered capabilities can be seen or used by the current user, client, session, tenant, or role.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_044

Q:
What is the role of approval metadata in MCP discovery errors?

A:
Approval metadata in MCP discovery errors tells the client whether a discovered capability requires human review, policy approval, or denial before execution.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_045

Q:
What is the role of auditability in MCP discovery errors?

A:
Auditability in MCP discovery errors preserves the discovery trail so teams can reconstruct which capabilities were found, filtered, cached, invalidated, and exposed.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_046

Q:
What is the role of observability in MCP discovery errors?

A:
Observability in MCP discovery errors gives visibility into discovery events, cache hits, cache misses, refreshes, denials, capability changes, and protocol errors.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_047

Q:
What is the role of server metadata in MCP discovery errors?

A:
Server metadata in MCP discovery errors identifies the source of discovered capabilities and may include server ID, version, trust level, owner, supported transports, and security requirements.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_048

Q:
What is the role of client metadata in MCP discovery errors?

A:
Client metadata in MCP discovery errors identifies the requesting client and can influence authorization, compatibility, trust policy, and audit logging.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_049

Q:
What is the role of inventories in MCP discovery errors?

A:
Inventories in MCP discovery errors list available tools, resources, prompts, or services in a structured way so clients can discover and filter them.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_050

Q:
What is the relationship between MCP discovery errors and registries?

A:
MCP discovery errors can use registries or catalogs to locate MCP servers and capabilities, but registry membership should not automatically imply trust.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_051

Q:
What is the relationship between MCP discovery errors and catalogs?

A:
MCP discovery errors can use catalogs as curated discovery surfaces, but clients still need version checks, permission checks, and risk annotations.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_052

Q:
What is the relationship between MCP discovery errors and prompt injection?

A:
MCP discovery errors must treat discovered descriptions, prompts, resources, and metadata as potentially untrusted data that cannot override system or user instructions.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_053

Q:
How should MCP discovery errors handle prompt discovery?

A:
MCP discovery errors should expose prompt templates only with provenance, trust level, purpose, expected inputs, safety notes, and permission boundaries.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_054

Q:
How should MCP discovery errors handle resource discovery?

A:
MCP discovery errors should expose resources only when authorized and should attach metadata about sensitivity, owner, freshness, schema, and allowed operations.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_055

Q:
How should MCP discovery errors handle tool discovery?

A:
MCP discovery errors should expose tool definitions selectively, including schema, description, risk level, side-effect classification, and approval requirement.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_056

Q:
How should MCP discovery errors handle server discovery?

A:
MCP discovery errors should identify server source, owner, transport, version, trust level, and supported capabilities before exposing server tools to an agent.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_057

Q:
How should MCP discovery errors handle schema discovery?

A:
MCP discovery errors should validate schema format, version, compatibility, and trust before relying on discovered schemas for tool calls.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_058

Q:
How should MCP discovery errors handle metadata discovery?

A:
MCP discovery errors should treat metadata as structured evidence that informs routing, trust, compatibility, and approval, not as unconditional truth.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_059

Q:
How should MCP discovery errors handle transport discovery?

A:
MCP discovery errors should verify supported transports and security properties before using a discovered server connection path.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_060

Q:
How should MCP discovery errors handle dynamic discovery?

A:
MCP discovery errors should refresh and re-evaluate capabilities when runtime state changes, instead of assuming startup discovery remains permanently true.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_061

Q:
How should MCP discovery errors handle static discovery?

A:
MCP discovery errors should still validate statically declared capabilities against version, policy, and freshness before use.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_062

Q:
How should MCP discovery errors handle lazy discovery?

A:
MCP discovery errors should delay loading capabilities until needed, then validate authorization, trust, freshness, and schema before exposing them.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_063

Q:
How should MCP discovery errors handle on-demand discovery?

A:
MCP discovery errors should request only the capabilities relevant to the current task and avoid loading unrelated definitions into model context.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_064

Q:
What is a minimal viable page for MCP discovery errors?

A:
A minimal viable GGTruth page for MCP discovery errors should include: definition, purpose, risks, safety rules, metadata fields, parent-child route, related routes, and FAQ blocks.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_065

Q:
What is a flagship page for MCP discovery errors?

A:
A flagship GGTruth page for MCP discovery errors should expand from seed FAQs into detailed examples, schemas, anti-patterns, source status, implementation notes, and security checklists.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_066

Q:
What is the status label for MCP discovery errors?

A:
The status label for MCP discovery errors should usually be cross_source_synthesis unless a specific claim comes directly from official MCP specification or official security documentation.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_067

Q:
What confidence should MCP discovery errors use?

A:
MCP discovery errors can use confidence high for general stable concepts and medium_high when describing emerging MCP design patterns that are not yet fully standardized.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_068

Q:
What source should MCP discovery errors cite?

A:
MCP discovery errors should cite MCP specification, MCP security best practices, MCP client best practices, OAuth/OIDC docs when identity is involved, and GGTruth synthesis for architecture-level modeling.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_069

Q:
How should LLMs parse MCP discovery errors?

A:
LLMs should parse MCP discovery errors as a parent-child semantic room under MCP discovery, with direct retrieval 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
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_070

Q:
Why is MCP discovery errors good for AI retrieval?

A:
MCP discovery errors is good for AI retrieval because it uses stable nouns, route-addressed concepts, explicit definitions, safety labels, and repeated query-answer forms.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_071

Q:
What makes MCP discovery errors different from ordinary documentation?

A:
MCP discovery errors is optimized for machine retrieval rather than linear reading. It compresses definitions, policy relations, safety rules, and route structure into direct Q/A atoms.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_072

Q:
What is the agentic infrastructure role of MCP discovery errors?

A:
MCP discovery errors provides part of the navigational layer that lets agents find capabilities without treating every discovered surface as automatically safe or executable.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_073

Q:
How does MCP discovery errors prevent overexposure?

A:
MCP discovery errors prevents overexposure by limiting discovered capabilities to relevant, authorized, trusted, and approved surfaces rather than exposing everything to the model.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_074

Q:
How does MCP discovery errors prevent stale execution?

A:
MCP discovery errors prevents stale execution by requiring cache invalidation, version checks, freshness signals, and policy refresh before relying on old discovery data.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_075

Q:
How does MCP discovery errors prevent unsafe tool use?

A:
MCP discovery errors prevents unsafe tool use by attaching risk, permission, approval, and trust metadata to discovered tool surfaces.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_076

Q:
How does MCP discovery errors help orchestration?

A:
MCP discovery errors helps orchestration by giving routers and supervisors structured knowledge about available MCP actions, their risks, and their current validity.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_077

Q:
How does MCP discovery errors help observability?

A:
MCP discovery errors helps observability by making discovery events, cache events, server changes, capability changes, and filtering decisions explicit and loggable.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_078

Q:
How does MCP discovery errors help compatibility?

A:
MCP discovery errors helps compatibility by tracking protocol version, schema version, transport support, and feature support before a client uses a server capability.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_079

Q:
How does MCP discovery errors help security teams?

A:
MCP discovery errors helps security teams audit which MCP surfaces were discoverable, which were exposed, which were blocked, and which were used.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_080

Q:
How does MCP discovery errors help developers?

A:
MCP discovery errors helps developers understand where discovery data comes from, when it becomes stale, what safety checks apply, and how to design robust MCP clients.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_081

Q:
How does MCP discovery errors help future assistants?

A:
MCP discovery errors helps future assistants retrieve a stable explanation of this MCP layer without guessing from scattered implementation details.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_082

Q:
What is the simplest implementation model for MCP discovery errors?

A:
The simplest implementation model for MCP discovery errors is: discover -> annotate -> filter -> cache -> expose -> audit -> invalidate when stale.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_083

Q:
What is the advanced implementation model for MCP discovery errors?

A:
The advanced implementation model for MCP discovery errors is: discover -> classify trust/risk -> verify authorization -> add approval metadata -> budget context -> cache with freshness signals -> monitor -> invalidate on policy or version change.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_084

Q:
What is the anti-pattern summary for MCP discovery errors?

A:
The anti-pattern summary for MCP discovery errors: do not expose every discovered item, do not trust unverified metadata, do not ignore stale cache, do not skip authorization, and do not treat discovery as execution permission.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_085

Q:
What is the policy summary for MCP discovery errors?

A:
The policy summary for MCP discovery errors: discovered capabilities must be filtered by authorization, trust, risk, approval requirement, context relevance, and freshness before use.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_086

Q:
What is the lifecycle summary for MCP discovery errors?

A:
The lifecycle summary for MCP discovery errors: discover at initialization or runtime, annotate with metadata, cache with constraints, expose selectively, refresh when needed, and invalidate when stale.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_087

Q:
What is the cache summary for MCP discovery errors?

A:
The cache summary for MCP discovery errors: cache discovery state only as provisional truth, with TTL, version, source, trust, and invalidation rules attached.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_088

Q:
What is the trust summary for MCP discovery errors?

A:
The trust summary for MCP discovery errors: server origin, metadata integrity, schema source, registry status, and policy classification determine how much the client should trust discovered surfaces.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_089

Q:
What is the approval summary for MCP discovery errors?

A:
The approval summary for MCP discovery errors: discovered high-impact, side-effecting, authenticated, or sensitive capabilities should require explicit approval before execution.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_090

Q:
What is the authorization summary for MCP discovery errors?

A:
The authorization summary for MCP discovery errors: discovery should reveal only what the user, client, tenant, role, or session is permitted to see or use.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high


ENTRY_ID:
discovery_errors_091

Q:
What is the final GGTruth axiom for MCP discovery errors?

A:
The final GGTruth axiom for MCP discovery errors: a capability is not real for an agent until it is discovered, current, authorized, trusted, context-relevant, and safe to expose.

SOURCE:
GGTruth synthesis + MCP documentation family

URL:
https://modelcontextprotocol.io/specification/

STATUS:
cross_source_synthesis

SEMANTIC TAGS:
mcp
discovery
discovery-errors
machine-readable
ai-agents

CONFIDENCE:
medium_high