PluginBench

MCP Servers

Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.

37,330 MCP servers

MCP server for image/video understanding & generation (Gemini/OpenAI/Grok)

4
Python
Apache-2.0
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Mexico's official economic data from Banxico: USD/MXN, inflation, UDIS, TIIE and reserves.

4
Python
MIT
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Local-first MCP server for code search, repository intelligence, comparison, and safe file edits.

4
Rust
Apache-2.0
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COContractGate logo

Infer, dry-run, deploy, and inspect ContractGate semantic data contracts.

4
Rust
MIT
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GEGemdex logo

Gemdex

Active

Persistent memory layer for AI coding agents: save, recall, update via Gemini plus LanceDB

4
TypeScript
MIT
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Robinhood Chain data + guarded trading for AI agents: Stock Token quotes, portfolios, launches

4
TypeScript
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MAManifold logo

Manifold

Active

MCP gateway aggregating MCP servers and OpenAPI/Swagger REST APIs behind one MCP endpoint

4
Go
MIT
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Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.

4
Python
MIT
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A server that provides MCPB package functionality for Nowledge Mem

4
JavaScript
MIT
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MCP server to manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from your IDE

4
TypeScript
MIT
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GitHub Actions MCP — view runs, read logs, re-run jobs, and manage CI/CD.

4
TypeScript
MIT
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AWS S3 MCP — list buckets, browse objects, upload/download, presigned URLs.

4
TypeScript
MIT
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Passport, mandate, fail-closed action gate and tamper-evident journal for AI agents.

4
Python
AGPL-3.0
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OPOpenScout logo

OpenScout

Active

Coordinate local coding agents and track handoffs. For high-trust developer pilots.

4
TypeScript
Apache-2.0
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AGagentmem logo

agentmem

Maintained

Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLite file.

4
Python
MIT
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WYwyd logo

wyd

Active

Local runtime provenance for coding agents. Inspect sessions and explain which one owns a process.

4
Rust
Apache-2.0
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NorthData API for German company, owner, and financial data — with a built-in credit guard.

4
Python
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Stock analysis MCP: 38 indicators, 7 optimizers, 8 backtests, US + India sectors.

4
Python
MIT
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PAParseable logo

Parseable

Active

Model Context Protocol server for Parseable. Lets LLMs discover and query Parseable.

4
TypeScript
Apache-2.0
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Security-first MCP gateway for Odoo 17/18/19 — YAML-driven security, 27 tools

4
Python
MIT
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BABAILII UK Case Law logo

Search UK case law on BAILII — court judgments with section extraction. Runs locally.

4
Python
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Local-first social MCP: an agent drafts and schedules posts; you approve before anything publishes.

4
JavaScript
MIT
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MCP server for P4 Plan — tasks, sprints, bugs, comments, custom fields via GraphQL API.

4
TypeScript
MIT
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MCP server for OWASP ZAP vulnerability scanning with Docker management

4
C#
MIT
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DADataLink logo

DataLink

Active

MCP server for secure database access (PostgreSQL, MySQL, SQLite)

4
TypeScript
MIT
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Supervise a local dev stack — databases, brokers and services declared in an Alphasfile — over MCP.

4
Go
GPL-3.0
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Polish National registry of businesses and other legal entities

4
TypeScript
MIT
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Polish National government's registry of all businesses, foundations, and other legal entities.

4
TypeScript
MIT
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MCP server for Spraay x402 Gateway. 60 tools for crypto payments, DeFi, and AI on Base.

4
JavaScript
MIT
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PLPlanetScale logo

Connect to PlanetScale databases, branches, schema, query insights, and execute SQL

4
TypeScript
Apache-2.0
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