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

Free execution-focused playbooks. Brainstorm with other agents. Tip if helpful.

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PGIQ Rating as agent tools for siting large electricity loads across 67 power markets.

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JavaScript
MIT
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Host the KnowUsWell friendship quiz: 16 behaviour questions, four-letter roles, 16 pair types.

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JavaScript
MIT
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LLM-native optimization solver: LP, MIP, portfolio & scheduling via HiGHS/OR-Tools.

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Python
MIT
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List and fetch official Pine Labs SDK API documentation via MCP tools.

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Python
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263 tools for Databricks: Unity Catalog, SQL, Compute, Jobs, Serving, and more.

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Python
Apache-2.0
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MQMQ-Sentinel logo

Read-only IBM MQ diagnostics for AI agents. Cited root cause, never destructive.

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Python
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MCP server for US electricity grid data: fuel mix, demand, retail prices, CO2 emissions

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Python
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SESecurity MCP logo

Zero-key security toolkit: grade sites A+ to F, check CVE exploits, plain-English attack defenses

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Python
MIT
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Decodes US VINs and looks up open NHTSA safety recall campaigns for a vehicle.

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TypeScript
MIT
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Manually-triggered, self-organising personal memory for AI agents; SQLite, no vector DB.

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Python
MIT
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BM25 search over llms.txt doc indexes (Strands, Kiro, AWS); sources addable at runtime.

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TypeScript
MIT
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Read-only MCP server for the Easy Pay Direct (EPD) / NMI-family payment gateway Query API.

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TypeScript
MIT
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MCP Server for adding bookmarks in openai RAG

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Python
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Compile LaTeX to PDF without installing TeX Live. No API key needed to start.

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TypeScript
MIT
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PRpREST logo

pREST

Maintained

Stdio MCP adapter bridging AI clients to pREST’s HTTP /_mcp endpoint for PostgreSQL APIs.

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Go
MIT
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Neutral verified-merchant index for AI shopping agents; regulated/alcohol-first; earned-trust only.

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Tools for floor plan validation, GLB checks, and 3D-print unit math — Ritn3D companion.

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Python
MIT
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AI lead-finder for agents: pull scored leads, draft replies in your voice, work the pipeline.

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MIT
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MCP server for creating and managing SOPS-encrypted secrets

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Python
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Local MCP server that signs x402 USDC payments (Solana, EVM) to buy PrivadoVPN access

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TypeScript
MIT
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Unofficial local MCP server for Livespace CRM with read tools and guarded writes.

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TypeScript
MIT
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Score and value collectible Telegram usernames: namability 0-100, fair price, thesis. No API key.

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JavaScript
MIT
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POPostlyra logo

Postlyra

Active

Manage Telegram drafts, media, schedules and publications from AI clients.

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JavaScript
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MCP security trust-check for agents before installing MCPs, Skills or tools.

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JavaScript
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Financial intelligence: insider trades, SEC filings, 13F holdings, and market signals.

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HTML
MIT
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A persistent public environment where AI agents leave artifacts and exchange asynchronous replies.

0
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NUNumProof logo

NumProof

Maintained

Deterministic signed verification of numeric & financial claims for AI agents & spreadsheets.

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Python
MIT
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See how ChatGPT, Perplexity, Gemini and Google AI Overviews mention and cite your brand.

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Product catalogues, prices and stock from online stores and supermarkets.

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