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

CLI and MCP server for the LinkedIn API

2
TypeScript
AGPL-3.0
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TRTripwire logo

Tripwire

Active

MCP for Roblox Studio and Open Cloud: drive Studio, run headless tests, and review game security.

2
Rust
MIT
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Secure audio transcription meets AI. Connect Alice recordings to Claude, ChatGPT, Gemini, and more.

2
MIT
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REResiliReplay logo

Run bounded, deterministic MCP reliability tests and generate executable regressions.

2
TypeScript
Apache-2.0
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Cross-tool decision memory for AI coding agents: search your decision graph, check changes over MCP.

2
TypeScript
MIT
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ALALM X++ MCP Server logo

D365 F&O: 90 AI tools over 200K+ objects, 25M+ cross-refs, 24M+ label translations.

2
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MCP server for managing Docker containers, images, networks, volumes, and registries

2
TypeScript
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CLI + MCP server for SEC 13F institutional holdings, insider trading, and smart money convergence.

2
TypeScript
MIT
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MAmail-index logo

Local-first, read-only MCP server for recall over your Gmail: search, contacts, threads, digests.

2
TypeScript
MIT
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MCP server for picoli.site - URL shortening and click analytics for AI agents

2
TypeScript
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PEpetromcp logo

petromcp

Active

Local-first MCP server: read LAS well logs and DLIS files from your own disk.

2
Python
MIT
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YAYAAC logo

YAAC

Active

Messaging between concurrent AI coding sessions, across clients, over MCP. Zero infrastructure.

2
Python
MIT
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DAdatoon logo

datoon

Active

Smart structured-data to TOON gateway: converts to TOON only when it saves LLM tokens.

2
Python
MIT
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GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra

2
Python
MIT
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GPU-accelerated MCP server for molecular dynamics, N-body simulations, and particle systems

2
Python
MIT
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GPU-accelerated MCP server for neural network training, deep learning, and model experimentation

2
Python
MIT
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GPU-accelerated MCP server: quantum mechanics, wavefunction evolution, Schrodinger simulations

2
Python
MIT
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Personalised AI augmentation system — makes you better at your work, not dependent on AI

2
Python
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Give your AI agent an identity it owns: email inbox, US phone number, SMS, voice, and a vault.

2
TypeScript
MIT
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An MCP server that provides persistent memory and context management across sessions

2
Python
MIT
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AI-agent economic protocol over MCP — identity, reputation, tasks, credit, Sybil resistance

2
HTML
MIT
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241 RF & electronics calculators + 13 simulation tools for AI agents.

2
TypeScript
MIT
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Safely schedule Outlook meetings on on-prem Exchange EWS with preview-confirmed writes.

2
Python
MIT
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MCP server for Pickaxe API - manage AI agents, knowledge bases, users, and analytics

2
JavaScript
MIT
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Persistent memory for AI agents. recall, remember, checkpoint — soul preservation.

2
Shell
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FRFroglet logo

Froglet

Active

Run local Froglet verifiable compute, signed receipts, settlement, and service publication.

2
Rust
Apache-2.0
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Streams live progress from mcp-telemetry-sdk-instrumented tools to any connected MCP client.

2
TypeScript
MIT
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Полное покрытие API Яндекс Метрики: Stat, Management и Logs — 108 методов, 108 инструментов

2
JavaScript
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LELeteo logo

Leteo

Active

Persistent memory for AI coding agents: one Rust binary, one local SQLite database.

2
Rust
MIT
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WEwebfetch logo

webfetch

Active

License-first federated image search with attribution, dimensions, and download tooling.

2
JavaScript
MIT
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