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.

23,114 MCP servers

LinkedIn for AI assistants — search, profiles, jobs, feed, messaging, and gated writes.

4
TypeScript
MIT
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MCP server for Polarion ALM — read and write documents and work items

4
Python
MIT
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Production-grade PostgreSQL MCP server — 254 tools for query, tuning & ops, read-only by default.

4
Python
MIT
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Allow AI systems to list, search, upload, download, and manage files and folders in Google Drive.

4
TypeScript
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Get the current UTC time in RFC 3339 format.

4
Python
MIT
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AEM MCP server. Chat with your AEM instance for content, component, and asset operations.

4
TypeScript
AGPL-3.0
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MCP server for querying Codecov coverage data with configurable URL support

4
TypeScript
MIT
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Filesystem MCP server: files, processes, sessions, async search, OCR, archives, safe delete.

4
JavaScript
MIT
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Scan agent skills and MCP servers for malicious patterns before you load them

4
Python
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MCP Server for Dida365 (TickTick) Task Management Integration

4
TypeScript
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Debug bridge inside your web app: an agent reads the DOM, console and network. Any browser.

4
TypeScript
MIT
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LLM-optimized Figma MCP server.

4
TypeScript
MIT
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LLM-optimized Figma MCP server.

4
TypeScript
MIT
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Upload files to file.kiwi and get shareable links instantly.

4
JavaScript
MIT
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Device intelligence for AI agents: Fingerprint events, smart signals, and API key management.

4
Go
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Code intelligence MCP server — impact analysis, semantic search, dependency graphs

4
Python
Apache-2.0
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MCP Server for MCP Registry to discover and search for available MCP servers in the registry

4
TypeScript
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MCP server for Android emulator automation via ADB.

4
TypeScript
MIT
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MCP server for M-Pesa mobile-money integration in Kenya

4
Python
MIT
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Aguara MCP logo

Aguara MCP

Maintained

Security scanner for AI agent skills and MCP servers

4
Go
MIT
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Aguara MCP logo

Aguara MCP

Maintained

Scan skills, MCP configs, and agent content for injection and supply-chain risks. Offline, no LLM.

4
Go
MIT
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Google Docs MCP server with full tab support, markdown extraction, and batch updates.

4
Python
MIT
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Local-first memory for coding agents; stores decisions, bugs, and context across sessions.

4
Go
MIT
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MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky tests.

4
TypeScript
MIT
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Magic: The Gathering MCP server — cards, rules, combos, and Commander intelligence

4
TypeScript
MIT
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Keyless local MCP server for QA: standards retrieval, effort estimation, doc review, test analysis.

4
Python
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Progressive group routing for 393 professional skills via Rust daemon stdio shim.

4
Python
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Model Context Protocol (MCP) for Hellō Admin API.

4
JavaScript
MIT
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Explore, analyze, and decompile Java JAR files via MCP

4
Java
MIT
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MCP Server for iTerminal SSH Connection Manager - Control SSH servers through Claude.

4
TypeScript
MIT
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