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

GCC regulatory intelligence, ZATCA e-invoicing, and Arabic NLP for AI agents

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JavaScript
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MCP server discovery, indexing, and registration

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JavaScript
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Output quality control and validation for AI agents

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JavaScript
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Hard scope boundaries to prevent AI agent drift

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JavaScript
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Encrypted secrets and credential management for agents

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JavaScript
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Context window token analysis and budget management

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JavaScript
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Structured execution trace and span logging for AI agents

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JavaScript
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AGagent-godmode logo

agent-godmode

Maintained

Sandboxed workspace MCP: file ops, argv-only run_command, list_files; BYO LLM prompts.

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Python
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Public read-only MCP HTTP gateway for the Solapur software developers registry.

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HTML
MIT
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Create and manage QR codes on me-qr.com from AI clients like Claude and ChatGPT.

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MIT
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Render HTML, CSS, SVG, and Canvas animations to MP4 locally via Playwright/Chromium and FFmpeg.

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Python
MIT
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MEMedPrice AI logo

Hosted MCP server exposing US hospital procedure cost data to AI assistants

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TypeScript
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KOKordic CRM logo

Kordic CRM

Maintained

CRM integration for leads, pipeline, contacts, accounts, payments, and sales analytics.

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Go
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Ground-truth code graph for your codebase: exact callers, callees, symbols & dependencies.

0
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MEMegaChad logo

MegaChad

Maintained

Burn-to-create looksmaxxing engine on MegaETH. 14 MCP tools for DeFi, NFTs, and burns.

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TypeScript
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Agentic memory manager. Install Skill: npx skills add meharajM/agent-loop-mcp

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JavaScript
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WhatsApp MCP Server - Human-in-the-loop for AI agents via WhatsApp

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TypeScript
ISC
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Reliable PDF table extraction. Pass a URL, get structured JSON tables with citations.

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TypeScript
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LLLLMemory logo

LLMemory

Maintained

Search your AI chat history (ChatGPT, Claude, Codex) from any MCP client. Remote, private, read-only

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MIT
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Fail-closed verify-before-you-act gate for AI agents. Signed receipts. Pay-per-call via x402.

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Python
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Solana token risk-scoring MCP server for AI trading agents with insider wallet cluster detection.

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TypeScript
MIT
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PostgreSQL security for AI agents: CVEs, yanked releases, exploits, and upgrade paths

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Python
Apache-2.0
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SPSprout MCP logo

Sprout MCP

Maintained

Model-tiered content pipeline — cheap models seed, expensive models verify

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Python
MIT
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Agent-payable web data over x402: 18 keyless services an agent pays per call.

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JavaScript
MIT
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Independent before/after accessibility-overlay (accessiBe/UserWay) witness for any public URL.

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JavaScript
MIT
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RAradiomcp logo

radiomcp

Maintained

Internet radio streaming MCP server — search, play, and manage radio stations worldwide

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Python
MIT
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GPGPU Server logo

GPU Server

Maintained

MCP server for GPU monitoring: nvidia-smi, VRAM, utilization, temperature

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Python
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Research tokenized real-world assets on Solana: issuer controls, supply, liquidity, premiums

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TypeScript
MIT
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Embedded/IoT mentor: picks the board and toolchain, estimates cost and battery life.

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Python
MIT
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Google Analytics 4 MCP: reports, realtime data, custom dimensions, data streams.

0
TypeScript
MIT
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