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

Hash passwords with bcrypt and issue/verify JWT session tokens over A2A + MCP.

1
Python
MIT
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JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.

1
Python
MIT
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JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.

1
Python
MIT
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Google-OAuth-gated LLM gateway: verify a Google ID token, then run a Gemini (Vertex AI) completion f

1
Python
MIT
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Single entry point for the GOSCE portfolio: routes orchestrators to verified agents by capability, w

1
Python
MIT
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Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith

1
Python
MIT
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Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith

1
Python
MIT
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Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Verte

1
Python
MIT
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Proxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus t

1
Python
MIT
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COContextDB Memory logo

Local-first durable AI memory with policy-bound recall and a typed project graph.

1
PowerShell
Apache-2.0
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Key figures, history and all tagged facts from Danish companies' annual reports (XBRL).

1
TypeScript
MIT
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JMJMAP Email logo

JMAP Email

Maintained

Email management via JMAP — mailboxes, messages, identities, and Sieve scripts

1
Go
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MCP server for Dynadot domain registrar — domain search, registration, DNS, and transfers

1
TypeScript
MIT
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MCP server for npm package management — publish, version, search, audit, and more

1
JavaScript
MIT
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PexBot simulated spot/futures trading, competitions, portfolios, and AI analytics.

1
JavaScript
MIT
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MCP server for ComfyUI: text-to-image, variations, img2img refine, upscale, image proxy.

1
TypeScript
MIT
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MCP server for YouTube creator-ops with a ComfyUI bridge for AI thumbnail generation.

1
TypeScript
MIT
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MCP server for Rocket.Chat — messages, DMs, search, files, and channels over stdio

1
Python
MIT
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MIMind Elixir logo

Create, edit, and organize mind maps in the Mind Elixir Desktop app from any MCP client.

1
TypeScript
MIT
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An AI business analyst for Odoo ERP (18+) — one-call reports with verdicts, over MCP

1
Python
MIT
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Korean tax law graph: current statutes, 150k+ court/tribunal cases, 145k+ NTS rulings.

1
Python
MIT
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EU GDPR decisions by thedpo.eu — search all EU DPA decisions and recommendations

1
Python
MIT
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MIMixpeek logo

Mixpeek

Maintained

Give your agent eyes. Search video, images, and audio via the Mixpeek multimodal retrieval API.

1
Python
MIT
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melis x402 Tools — 22 pay-per-call APIs for AI agents. No accounts, no API keys. USDC on Base.

1
JavaScript
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The documentation, as a tool your agent can call: 950+ AI-dev guides. Search + fetch tools.

1
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Read-only MCP server over 50 book-based agent skills: routes a task to the right framework.

1
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REReddit Ads MCP logo

Reddit Ads MCP

Maintained

MCP server for the Reddit Ads API. List accounts, campaigns, ads, and pull reports.

1
C#
MIT
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AGAgent Ready logo

Scan any URL for AI agent readability — Vercel Spec, llmstxt.org, and agent-protocol manifests.

1
TypeScript
MIT
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Auditable, conserved AST code intelligence for AI agents. JS/TS, Python, Go, Rust, Java, C/C++, C#.

1
JavaScript
MIT
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PDPDF Modifier logo

Modify PDF text, replace with regex, and analyze layout while preserving fonts.

1
Python
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