Best MCP Servers for GraphQL (November 2026)

Nerq found 711 MCP servers for graphql, ranked below by GitHub stars and weighted compliance score across 52 global AI jurisdictions. The top-ranked MCP server for graphql is apollographql/apollo-mcp-server with 262 stars and a trust score of 75/100. MCP servers for GraphQL APIs: queries, mutations, schema introspection, and API integration.

711 servers in this category | Data from Nerq

Top 20 MCP Servers for GraphQL

#	Name	Stars	Trust	Author	License	Description
1	apollographql/apollo-mcp-server	262	B 75	apollographql	MIT	Apollo MCP Server
2	nirholas/github-to-mcp	11	C 69	nirholas	Apache-2.0	Convert GitHub repositories to MCP servers automatically. Extract tools from OpenAPI, GraphQL & REST
3	co.totalcms/docs	0	B- 68	https://github.com/totalcms/cms	N/A	Read-only Total CMS docs: Twig signatures, field types, schema options, the CLI and the REST API.
4	io.github.Thordata/thordata-mcp	0	B- 68	https://github.com/Thordata/thordata-mcp	N/A	Thordata SERP search, history, statistics, and engine schemas for MCP clients.
5	io.github.lsendel/actionguard	0	B- 68	https://github.com/lsendel/actionguard	N/A	Diff and poisoning detection for MCP servers: catch schema drift and prompt poisoning.
6	co.com.elyraon/payload-validator	0	B- 68	https://github.com/colt2822/Drex-Decision-Gateway-for-Coding-Agents	N/A	JSON Schema validator for API payloads via MCP: bounded checks and structured pass/fail errors.
7	io.github.joeyg6393/agentbreakwatch-mcp	0	B- 68	https://github.com/joeyg6393/agentbreakwatch-mcp	N/A	Audit AI Agent SDKs and MCP servers for breaking changes, schema drift, and migration fixes.
8	io.github.supero-platform/supero	0	B- 68	https://github.com/supero-platform/supero-apps	N/A	Build multi-tenant apps over MCP. Schemas, CRUD, deploys — access control enforced server-side.
9	io.github.andacuzel/citehound	0	B- 68	https://github.com/andacuzel/cited-geo-guide	N/A	Scan any domain for AI readiness and generate llms.txt, robots.txt and schema. Free, read-only.
10	com.krusgraph/krusgraph	0	B- 68	https://github.com/Krusmaster/fabric-backend	N/A	Turn Microsoft Fabric tables into an explainable graph and a GraphQL API.
11	com.replyslip/replyslip	0	B- 68	https://github.com/klahrich/replyslip	N/A	Relay for messages and schema-checked tasks between AI agents.
12	dmp-cs-madmp-schema-mcp	0	C 67	hirakinii	Unlicense	An MCP server for maDMP schema entities.
13	io.github.alphaparkinc/genpark-json-schema-contrac	0	B- 66	https://github.com/alphaparkinc/genpark-json-schema-contract-validator-skill	N/A	Zero-dependency JSON schema subset validator ensuring LLM structured outputs strictly conform to con
14	com.recallcanary/recall-canary	0	B- 66	https://recallcanary.com	N/A	U.S. federal product recalls from FDA, FSIS, CPSC, and NHTSA, in one schema.
15	io.github.sumitrmardy/app-reviews-scraper	0	B- 66	https://apify.com/sumitr_mardy/app-reviews-scraper	N/A	Google Play and App Store written reviews in one schema, with ratings and app metadata.
16	io.github.MaestroW4rd0/brazil-real-estate-listings	0	B- 66	https://apify.com/gleaming_carp/imoveis-br-scraper	N/A	Brazil property listings for sale/rent from 4 major portals, one schema, optional USD (PTAX) price.
17	io.github.OSSNokalva/asn1-mcp	0	B- 66	Unknown	N/A	Compiles ASN.1 schema definitions into executable source code like Python and Rust.
18	promptql-mcp	16	C 65	hasura	MIT	MCP server enabling AI assistants to query enterprise data via Hasura's PromptQL.
19	io.github.Fredobumma/drizzle-mcp	0	B- 65	https://github.com/fredobumma/drizzle-mcp	N/A	Drizzle Studio for agents: explore your database through your Drizzle schema. Read-only by default.
20	apollo-mcp	0	C 65	ruh-ai	MIT	Apollo.io MCP Server for Model Context Protocol.

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About MCP Servers for GraphQL

MCP servers for GraphQL APIs: queries, mutations, schema introspection, and API integration. Nerq tracks 711 MCP servers in the graphql category, each assessed against 52 global AI regulations including the EU AI Act, US state AI laws (California SB53, Colorado SB205), UK AI Bill, and more. Compliance scores are weighted by jurisdiction penalty severity — jurisdictions with higher fines (like the EU AI Act at up to €35M) have more impact on the score than voluntary frameworks.

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