Best GraphQL MCP Servers
GraphQL is a query language for APIs and a runtime for fulfilling those queries with your existing data.
Why this server?
Provides GraphQL querying capabilities specifically for Aptos blockchain data, allowing structured data retrieval through GraphQL endpoints.
AlicenseAqualityBmaintenanceConnects AI agents and developers to structured blockchain data across multiple networks through Nodit's Web3 infrastructure, enabling easy querying, analysis and interaction with blockchain ecosystems without specialized development expertise.6978 npm23Apache 2.0Why this server?
Integrates with Hashnode's GraphQL API for publishing content, listing posts, fetching analytics, and managing featured images.
AlicenseAqualityCmaintenanceCross-publishes a single markdown draft to 5 CMS platforms (dev.to, Hashnode, Ghost, WordPress, Medium) and 4 social networks (Bluesky, Mastodon, LinkedIn, X) from any MCP client, with built-in SEO scoring, schema.org JSON-LD, and canonical URL handling so cross-posts compound search rankings instead of competing.42943 npm5MITWhy this server?
Performs full GraphQL schema introspection and discovery of hidden fields to identify potential security vulnerabilities.

operant-mcpofficial
AlicenseAqualityFmaintenanceA comprehensive security testing MCP server providing 51 tools for penetration testing, network forensics, memory analysis, and vulnerability assessment. It enables automated security audits and technical investigations across web applications, cloud environments, and network captures.5142 npm26MITWhy this server?
Probes and analyzes GraphQL endpoints to diagnose blank pages, empty data, and contract mismatches, providing root cause and fix hints.

qa-probeofficial
AlicenseAqualityCmaintenanceProbes your live API and classifies why each endpoint failed (root cause, evidence, and a calibrated confidence level), exposed over MCP so your AI assistant debugs from evidence instead of guessing. Works with FastAPI, Express, Next.js, tRPC, and GraphQL.8152 npm2Apache 2.0Why this server?
Uses GraphQL API to communicate with LaunchNotes for managing projects, announcements, and feedback.
AlicenseAqualityCmaintenanceEnables management of LaunchNotes projects and announcements through natural language, including customization of themes, colors, content, and publishing announcements with full read/write access via the LaunchNotes GraphQL API.2221 npmMITWhy this server?
Connects to IBM FileNet Content Platform Engine via Content Services GraphQL API, enabling document management, version control, folder operations, search, and metadata management for enterprise content stored in FileNet Content Manager.

Core Content Services MCPofficial
AlicenseBqualityBmaintenanceEnables AI models to interact with IBM FileNet Content Manager for document management, folder operations, metadata handling, search, and content extraction through a standardized interface.2615Apache 2.0Why this server?
Allows running GraphQL requests against any service URL, enabling discovery and invocation of GraphQL endpoints through the embedded API workbench.

Bowire MCPofficial
AlicenseAqualityAmaintenanceLets an AI agent discover and call the APIs of a running service — gRPC, REST/OpenAPI, GraphQL, SignalR, MQTT, WebSocket and more — and record, replay, mock and assert on those calls. Calls only go to allowlisted URLs, and tools that change state ask for confirmation first.2512Apache 2.0Why this server?
Allows reading the GraphQL schema and executing allowed queries and mutations against the Nhost GraphQL API.
Why this server?
Provides access to the Open Targets Platform GraphQL API for querying comprehensive target-disease associations, drug discovery data, and executing batch queries with entity search capabilities across targets, diseases, drugs, variants, and studies.
AlicenseAqualityDmaintenanceEnables AI assistants to interact with the Open Targets Platform API to search and retrieve comprehensive data about target-disease associations, drugs, genes, and drug discovery information through GraphQL queries.537Apache 2.0