AI Plugin IndexAPI tools
GraphQL MCP servers and skills
There are 57 ways to connect GraphQL to Claude, ChatGPT, Cursor and other AI assistants: 19 MCP servers and 38 skills. The most used is mcp-graphql-enhanced (6 GitHub stars).
Best GraphQL MCP servers, compared →Most used
mcp-graphql-enhancedletoribo
92GraphQL gateway for LLMs. Handles huge GitHub GraphQL & @neo4j/graphql schemas without crashing
AAC
Graphql MCP
cubicecho
81Turn a GraphQL schema into a Model Context Protocol (MCP) server: each query/mutation becomes a tool, runnable side-by-side with your GraphQL server.
AAC
agent-graphql-architecttravisjneuman
62Specialist subagent: Expert GraphQL architect for API design, schema development, and performance optimization
AAB
console-graphql-codegenpluralsh
55Regenerates Console GraphQL schema, frontend artifacts, and the Go client after editing GraphQL schema or operation files. Use when changing files under go/client/graph, schema, lib/console/graphql, or GraphQL fragments and mutations.
AFC
Shopify Graphql Admin MCP
colbymchenry
53MCP server providing full access to Shopify's Admin GraphQL API with schema introspection
DFC
MCP Graphql Tools
saewoohan
49GraphQL MCP server for AI assistants
FAD
MCP servers (19)
- 1mcp-graphql-enhanced letoribo · DatabasesGraphQL gateway for LLMs. Handles huge GitHub GraphQL & @neo4j/graphql schemas without crashing92
- 2Graphql MCP cubicecho · Knowledge and memoryTurn a GraphQL schema into a Model Context Protocol (MCP) server: each query/mutation becomes a tool, runnable side-by-side with your GraphQL server.81
- 3Shopify Graphql Admin MCP colbymchenry · E-commerceMCP server providing full access to Shopify's Admin GraphQL API with schema introspection53
- 4MCP Graphql Tools saewoohan · AI and LLM toolsGraphQL MCP server for AI assistants49
- 5graphql Docat0209Turn any GraphQL API into MCP tools. Zero config, zero code.48
- 6MCP Graphql Schema hannesj · Knowledge and memoryModel Context Protocol server for GraphQL schemas44
- 7Graphql MCP Bridge pshaddel · Knowledge and memoryA bridge implementation connecting GraphQL APIs with the Model Context Protocol (MCP), enabling seamless integration between GraphQL services and MCP-compatible AI systems43
- 8Graphql MCP Server dtuanMCP server for using the AlphaSense API42
- 9mcp-graphql-bridge murilojrpereira · AI and LLM toolsBridges any GraphQL API to Claude Code — auto-generates MCP tools via schema introspection.39
- 10tableau-graphql-mcp tdries · Data and analyticsAsk any Tableau lineage question, in any MCP client, through the Tableau Metadata API.39
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- 11Hannesj MCP Graphql Schema chatflowdev · Knowledge and memoryModel Context Protocol server for GraphQL schemas34
- 12MCP Graphql Schema chatflowdev · Knowledge and memoryModel Context Protocol server for GraphQL schemas32
- 13MCP Graphql Introspection shyamayadav154 · Knowledge and memoryA Model Context Protocol server that provides GraphQL schema introspection capabilities30
- 14GraphQL operation count, query discarded sadri-dridiGraphQL operation count, query discarded25
- 15GraphQL SDL definition count, body discarded sadri-dridiGraphQL SDL definition count, body discarded25
- 16MCP Graphql Schema mcp-registry · Knowledge and memoryModel Context Protocol server for GraphQL schemas23
- 17Saewoohan MCP Graphql Tools saewoohan · AI and LLM toolsGraphQL MCP server for AI assistants22
- 18graphql-dos-shield lazymac2x · Cloud and DevOpsCloudflare Workers MCP server: graphql-dos-shield20
- 19graphql-rest-bridge lazymac2x · Cloud and DevOpsCloudflare Workers MCP server: graphql-rest-bridge20
Skills (38)
- 1agent-graphql-architect travisjneuman · AI and LLM toolsSpecialist subagent: Expert GraphQL architect for API design, schema development, and performance optimization62
- 2console-graphql-codegen pluralsh · Documents and filesRegenerates Console GraphQL schema, frontend artifacts, and the Go client after editing GraphQL schema or operation files. Use when changing files under go/client/graph, schema, lib/console/graphql, or GraphQL fragments and mutations.55
- 3GraphQL Optimization j4flmaoTechniques to solve the N+1 problem using Dataloader.44
- 4GraphQL Schema Stitcher agentskillexchange · Sales and CRMMerges multiple GraphQL schemas into a unified federated gateway using Apollo Federation v2 and graphql-tools stitchSchemas. Validates composed schemas with rover graph check.42
- 5WPGraphQL GraphQL API Plugin for Headless WordPress agentskillexchange · Browser automationWPGraphQL is the core GraphQL API plugin for WordPress, giving developers a typed schema for posts, terms, users, menus, and custom content. It is a strong fit for headless builds, automation agents, and integration workflows that need structured reads and mutations instead of scraping wp-admin or loosely shaped REST responses.42
- 6GraphQL Schema Analyzer agentskillexchangeAnalyzes GraphQL schemas using graphql-js introspection and @graphql-tools/utils. Maps type relationships, detects N+1 query patterns, and generates DataLoader batching recommendations.42
- 7GraphQL Schema Registry agentskillexchange · Sales and CRMManages GraphQL schema evolution using graphql-inspector for breaking change detection and Apollo Rover CLI for schema composition. Validates schemas against custom ESLint rules via @graphql-eslint/eslint-plugin.42
- 8GraphQL Schema Registry Client agentskillexchange · Sales and CRMManages GraphQL schema versions using Apollo Schema Registry API and graphql-inspector. Performs schema diffing, breaking change detection, and composition validation for federated GraphQL architectures.42
- 9GraphQL Schema Introspection Mapper agentskillexchange · Developer toolsIntrospects GraphQL APIs via the __schema query and maps type relationships, deprecated fields, and circular references. Generates SDL exports, TypeScript types via graphql-codegen, and schema diff reports between versions.42
- 10graphql-query bidewioQuery GraphQL APIs using curl.36
- 11graphql skeletorfletGraphQL schema design, queries, mutations, and subscriptions. Use when working with GraphQL.35
- 12graphql gabrielmoreira · Sales and CRMGraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper controls, clients can craft queries that bring down your server. This skill covers schema design, resolvers, DataLoader for N+1 prevention, federation for microservices, and client integration with Apollo/urql. Key insight: GraphQL is a contract. The schema is the API documentation. Design it carefully.33
- 13gh-graphql-ducklake plurigridGh Graphql Ducklake31
- 14graphql-contract lmiguelvargasf · Documents and filesUse when changing GraphQL schema, resolvers, or frontend GraphQL documents so the contract and codegen stay in sync.30
- 15graphql-and-hidden-parameters lNwNl · Developer toolsGraphQL and hidden parameter testing playbook. Use when exploring introspection, batching, undocumented fields, hidden parameters, schema abuse, and GraphQL authorization gaps.30
- 16api-design-rest-resource-modeling-graphql aniruddhaadak80Design stable resource-oriented endpoints with deliberate error contracts and pagination.30
- 17shopify-storefront-graphql gutsofpratik · E-commerceUse for custom storefronts requiring direct GraphQL queries/mutations for data fetching and cart operations. Choose this when you need full control over data fetching and rendering your own UI. NOT for Web Components - if the prompt mentions HTML tags like <shopify-store>, <shopify-cart>, use storefront-web-components instead.29
- 18agent-graphql-architect diegosouzapw · AI and LLM toolsGraphQL schema architect designing efficient, scalable API graphs. Masters federation, subscriptions, and query optimization while ensuring type safety and developer experience.27
- 19graphql-api arvnflyGraphQL schema design, DataLoader N+1 batching, query depth limiting, and relay connection pagination.26
- 20graphql-query-depth-limit-checks UitbreidenOSGuidelines and instructions for GraphQL query depth limit checks24
- 21linear-graphql brs98 · ProductivityUse when maintaining a workspace-locked Linear integration or when raw Linear GraphQL transport behavior must be inspected. Do not use directly for workspace issue operations when a locked workspace skill exists.24
- 22audit-graphql tacascerUse when reviewing GraphQL server schemas, object identification, refetching, cursor connections, pagination responses, or resolver behavior for Relay compatibility. Excludes unrelated REST and client-only presentation changes.24
- 23graphql-queries Lord1Egypt · Developer toolsConstructing GraphQL query client configurations and mutation payloads in Python.23
- 24dos-graphql-aliasing themodernhackerGraphQL DoS via mutation/query aliasing (batching one field thousands of times) and depth/complexity abuse. Teaches aliasing-based resource exhaustion and how to measure query cost.23
- 25graphql-federation-mcp-configuration qyb156 · Documents and filesGraphQL Federation MCP Configuration for PDF toolkit.22
- 26graphql-error-debugging deangrant · Developer toolsTriage GraphQL failures using HTTP status, Content-Type, and the errors vs data body shape. Use when debugging 400/405/415 responses or partial GraphQL errors in development or on-call.22
- 27startgg-graphql Kasama · SecurityChange start.gg OAuth, auth middleware, GraphQL queries, or tournament, team, and user fetching. Use for start.gg API integrations and authentication flow work.21
- 28cockpit-cms-headless-content-platform-rest-graphql-apis aibot88 · Browser automationCockpit CMS is a lightweight headless content platform for teams that want flexible models, REST and GraphQL APIs, and self-hosted deployment without a heavy stack. It supports websites, apps, and multi-language content workflows with either SQLite or MongoDB backends.21
- 29graphql-schema 11vated · ProductivityGraphQL schema design - use when working on related tasks19
- 30graphql 11vated · ProductivityGraphQL - use when working on related tasks19
- 31graphql-resolver-creator micsappGraphql Resolver Creator - Auto-activating skill for API Development. Triggers on: graphql resolver creator, graphql resolver creator Part of the API Development skill category.19
- 32graphql-resolver-creator micsappGraphql Resolver Creator - Auto-activating skill for Backend Development. Triggers on: graphql resolver creator, graphql resolver creator Part of the Backend Development skill category.19
- 33backend-graphql-schema-design Ditto190Imported TRAE skill from backend/GraphQL_Schema_Design.md19
- 34graphql hayotbekismoilovExpert in GraphQL API development with type-safe patterns and optimization19
- 35graphql-codegen-safety MathenoMMG · Science and healthTrigger automático al trabajar con schemas GraphQL, consultas query/mutation o configuraciones de codegen.18
- 36graphql-schema-generator David-Li0406Graphql Schema Generator - Auto-activating skill for API Development. Triggers on: graphql schema generator, graphql schema generator Part of the API Development skill category.18
- 37graphql-subscription-setup SamuelChienGraphql Subscription Setup - Auto-activating skill for API Development. Triggers on: graphql subscription setup, graphql subscription setup Part of the API Development skill category.18
- 38bb-graphql-pothos valentinmatheyReglas para construir consultas y mutaciones GraphQL usando Yoga y Pothos con resolvers delgados. Trigger: Use cuando agregue un endpoint, tipo, query o mutación GraphQL en cualquiera de las APIs.16
Questions
Is there an official GraphQL MCP server?
Check the publisher on each listing: servers published by GraphQL itself are the official ones. The most used GraphQL server here is mcp-graphql-enhanced by letoribo.
How do I connect GraphQL to Claude?
Pick a server below, open its page and copy the install command for Claude Code, or the config block for Claude Desktop. Most GraphQL servers need an API key or token from your GraphQL account.