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GraphOS MCP Tools provides a set of utilities for working with GraphQL APIs, including documentation reading and searching capabilities. It is designed for developers who need to interact with GraphQL services efficiently.
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Browse all toolsLive probe refreshed Sep 14, 2026 · Endpoint host mcp.apollographql.com
Domain knowledge for GraphOS Tools — workflow patterns, data models, and gotchas for your AI agent.
GraphOS Tools provides essential utilities for working with Apollo's GraphQL ecosystem. This service helps developers navigate Apollo's extensive documentation, understand connector specifications, and efficiently search across Apollo's knowledge base.
Documentation Access: Retrieve complete markdown content from Apollo documentation pages using URL slugs. Access in-depth guides, tutorials, and reference materials for Apollo GraphQL, GraphOS, Apollo Router, and Apollo Client.
Apollo Connectors: Access detailed specifications for implementing Apollo Connectors in GraphQL schemas. Get authoritative guidance on connector patterns, configuration, and best practices.
Documentation Search: Search across the full Apollo documentation ecosystem including GraphQL fundamentals, GraphOS platform features, router configuration, client implementations, and API orchestration strategies.
This service excels when you need to:
Documentation content reflects Apollo's current published materials. For the most recent updates or unreleased features, verify against the live Apollo documentation site. Search results prioritize official Apollo sources and may not include community content or third-party integrations.
Apollo Connectors Spec
Returns the Apollo Connectors specification for guidance on creating or modifying GraphQL schemas that use @connect or @source.
Apollo Docs Read
Reads an Apollo documentation page by slug in chunks. Use slugs returned by ApolloDocsSearch.
Get Subgraph Metrics
Top subgraphs/connectors by traffic/health for a graph over a time window, as compact CSV (header row + one row per subgraph per day). Columns: start timestamp, end exclusive timestamp, fetch service name, fetch count, fetch latency p50 ms, fetch latency p99 ms, fetch with errors count. Ranked by `orderBy` descending: default FETCH_COUNT (busiest); use FETCH_WITH_ERRORS_COUNT for most error-prone, FETCH_LATENCY_P99_MS for slowest. Rows are per-DAY buckets, so for a multi-day window sum a column
Get Operation Metrics
Top operations by usage/health for a graph over a time window, as compact CSV (header row + one row per operation per day). Columns: start timestamp, end exclusive timestamp, operation name, request count, request latency p50 ms, request latency p99 ms, request with error count. Ranked by `orderBy` descending: default REQUEST_COUNT (busiest); use REQUEST_WITH_ERROR_COUNT for most error-prone, REQUEST_LATENCY_P99_MS for slowest. Rows are per-DAY buckets, so for a multi-day window sum a column per
Get Variant Details
Retrieve detailed metadata for a graph variant: federation version, subgraph inventory (names), router status and any pending router version, and the current router configuration (raw YAML). Use this to assess a variant's health — router config gaps, subgraph inventory, and federation version compliance. Provide the graph ID and variant name (e.g., "production").
Get My Identity
Resolve the caller's identity from their API key. Call this FIRST when the user asks about "my graph" but has not provided a graph ID. For a graph/service key, `me` resolves to a Graph: use `id` as the graphId and `variants[].name` as the variant for the graph-scoped health-check tools, so the user does not have to supply either. Also handles user keys (memberships) and service-account keys.
Apollo Docs Search
Searches official Apollo documentation for GraphQL, GraphOS, Apollo Router, Apollo Client, MCP Server, schema design, deployment, and Connectors. Returns URLs, slugs, and excerpts.
Get Launch
Inspect a single launch by ID for full detail: status, timestamps, which subgraphs changed, composition errors, and the schema diff summary. Use to drill into a specific launch — e.g. a failed or superseded one found via GetLaunchHistory (pass its id here). Provide the graph ID, variant name, and launch ID.
Get Launch History
Retrieve recent launches for a graph variant (most recent first) to detect deployment instability such as repeated failures or frequent superseded launches. Each entry includes the launch id, status, and timestamps, so you can identify a specific launch and drill into it with GetLaunch. Use to assess deployment stability. Provide the graph ID, variant name, and optionally a limit (default 20 most recent launches, max 100 per page) and an offset to page further back.
Get Latest Launch
Inspect the most recent launch for a graph variant: status, completion time, subgraph changes, composition errors, and a schema diff summary vs the previous launch (additions/removals/edits/deprecations plus affected operations). Use to assess schema composition health and the impact of recent schema changes. Also returns the latest approved launch for comparison. Provide the graph ID and variant name.
Get Lint Results
Retrieve schema lint violations from a graph's most recent check workflows: each diagnostic's coordinate, severity level, message, rule, and source location, plus error/warning/total/ignored counts. Use to assess schema quality and naming/best-practice violations. Provide the graph ID and optionally a limit (default 5 most recent check workflows).
Get Top Operations
Identify the most-used operations on a graph variant for a time range, with request counts, types, and signatures. Use to find high-traffic operations, detect unused operations, and prioritize findings by traffic impact. Provide graph ID, variant, and a from/to time range (ISO 8601 timestamps; `to` must be at least 6 hours before now), plus an optional limit (default 50). This report is rate limited.
Get Persisted Query List Status
Check whether a graph variant has a Persisted Query List (PQL) and its current build (revision and operation count). Use to assess PQL configuration — a production variant with no PQL is a security gap. Provide the graph ID and variant name.
GraphOS MCP Tools provides a set of utilities for working with GraphQL APIs, including documentation reading and searching capabilities. It is designed for developers who need to interact with GraphQL services efficiently. It provides MCP tools that your client discovers when it connects (this page may not list every tool name) that AI agents can use through the Model Context Protocol (MCP).
Add the MCPBundles server URL to your MCP client configuration (Claude Desktop, Cursor, VS Code, etc.). The URL format is: https://mcp.mcpbundles.com/bundle/graphos-mcp-tools-mcp. Authentication is handled automatically.
GraphOS Tools is a remote MCP server. The live tool list is supplied by the server when your MCP client connects, so the count is not fixed on this public page. After you connect in MCPBundles Studio or your client, you will see the tools your session can call. A SKILL.md is still included to guide your agent on capabilities and workflows.
GraphOS Tools uses API Key. GraphOS Tools requires credentials. Connect via MCPBundles and authentication is handled automatically.
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