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

GitHub MCP Server - List PRs, issues, repo info, and search code

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TypeScript
MIT
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Run commands on a machine you cannot SSH into. Air-gapped, bastion-only, change-controlled.

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Shell
Apache-2.0
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Step-by-step observability for MCP agent workflows

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TypeScript
MIT
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Real-time cost awareness for MCP agent workflows

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TypeScript
MIT
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Universal data connector for CSV, Postgres, and REST APIs via DuckDB

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TypeScript
MIT
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A standardized testing harness for MCP servers and agent workflows

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TypeScript
MIT
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Health monitoring for all your MCP servers

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TypeScript
MIT
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Calendar workflow engine for time off, approvals, and quick actions on any calendar backend.

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Go
MIT
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Tables, results, fixtures, goal timing, season projections: 93 football leagues incl. lower tiers

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JavaScript
MIT
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Read-only BigQuery tools for plain-language data questions, with a cost gate on every query

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Python
MIT
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DEdeAPI MCP Server logo

35 AI tools for image/video generation, TTS, transcription, OCR & embeddings via deAPI

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Python
MIT
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AI speech-to-text for public TikTok videos: SRT, VTT, word timings, speaker labels, 90+ languages.

0
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Safe personal Voila grocery automation for search, slots, cart updates, and order history

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TypeScript
MIT
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Inspect PDF, Office, and iWork documents without rendering: counts, metadata, security signals

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TypeScript
MIT
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HYHyperStore logo

Search and inspect 6,500+ curated AI apps from the HyperStore directory.

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Python
MIT
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DEDeFiMind logo

DeFiMind

Active

Live LP analytics — Uniswap V2/V3, Balancer, Curve stableswap: PnL, health, slippage, depeg risk.

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Python
Apache-2.0
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Ed25519 identity for AI agents. Verify seals, sign documents, gate actions with approvals.

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TypeScript
MIT
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Delega MCP client. Public hosted access retired July 28, 2026; existing owner credentials only.

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TypeScript
MIT
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Stop rogue AI-agent tool calls before they run: deterministic policy gate + audit digest.

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TypeScript
Apache-2.0
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MIMiraqo logo

Miraqo

Maintained

Query your SEO data in plain language: rankings, audits, backlinks, competitors and AI visibility.

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MIT
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Coding guidelines and best-practice guides for 130+ languages, frameworks, and tools.

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Python
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MCP connector for Demovela video libraries, render status, templates and reviewable video briefs.

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JavaScript
MIT
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Network topology editor — Claude builds diagrams via MCP. nmap/CSV import, one-click SSH.

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JavaScript
MIT
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iGPSport cycling data with training metrics (NP/IF/TSS/CTL/ATL/TSB) and workout generation

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Python
MIT
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AI agent security: prompt injection detection, semantic memory, output scanning, prompt hardening

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Python
Apache-2.0
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QTQTM4J logo

QTM4J

Maintained

MCP server for QMetry Test Management for Jira (QTM4J) Open API.

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TypeScript
MIT
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Structured commerce data for AI agents. 22,000+ DTC brands, real prices, real stock.

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JavaScript
MIT
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One MCP: hosted Pix receive + dated charges (26 tools), or local npx non-custodial wallet (62).

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TypeScript
Apache-2.0
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Score your judgment over AI-assisted work. Hone scores you, not the model.

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JavaScript
Apache-2.0
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DEDeriveAI x402 APIs logo

25 pay-per-request intelligence APIs for AI agents via x402 micropayments (USDC/Base)

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TypeScript
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