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

Token-efficient GitLab MCP: 167 tools via 3 meta-tools, field projection, keyset pagination

3
TypeScript
MIT
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Crash-proof LLM pipelines. Resumes from failure without a database.

3
Python
MIT
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VULK logo

VULK

Maintained

Generate, edit, and deploy immersive 3D/WebGL web projects from any MCP assistant.

3
JavaScript
MIT
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Allow AI systems to list, search, and manage contacts via Google Contacts.

3
TypeScript
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Search and contribute to the Open Food Facts database.

3
TypeScript
MIT
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65-tool Excel MCP server. Read, write, format, and export .xlsx files. Windows-first.

3
Python
MIT
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46-tool PowerPoint MCP server. Build, edit, and export .pptx files. Windows-first.

3
Python
MIT
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50-tool Word MCP server. Document assembly, tracked changes, and export. Windows-first.

3
Python
MIT
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Curated Vibes-Coded x402 MCP tools: search, scrape, JSON repair, reliability guards, pay.

3
Python
MIT
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vardoger logo

vardoger

Maintained

Personalize AI coding assistants by analyzing local conversation history. Runs on your machine.

3
Python
Apache-2.0
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Let agents drive vim, htop, lazygit: send keys, wait on screen state, read the rendered cell grid.

3
Python
MIT
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Sovereign Agent OS — Persistent Memory, Governance & Compliance for AI Agents.

3
Python
MIT
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Developer MCP server: code analysis, JSON repair, imports, diffs, regex, format conversion.

3
TypeScript
MIT
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MCP server for AI agent read/write access to Obsidian vaults via EVC Team Relay.

3
Python
MIT
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Local-first second brain with semantic search. Markdown notes indexed by a local ML model.

3
TypeScript
MIT
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Stripe-style USDC billing for any API. 8 free demo services no signup. Non-custodial.

3
TypeScript
MIT
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Alpaca trading API with hard daily USD cap guard. Paper trading default; live opt-in.

3
TypeScript
MIT
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Polymarket prediction markets — buy/sell positions in USDC. LemonCake pay-per-call billing.

3
TypeScript
MIT
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Buy/sell tokenized US stocks (Dinari dShares) in USDC. Daily USD cap guard. Sandbox default.

3
TypeScript
MIT
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Buy tokenized US stocks (xStocks) on Solana via Jupiter DEX in USDC. Daily cap. Dry-run default.

3
TypeScript
MIT
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Unofficial SberBank Online: read accounts and operations, transfer with human approval.

3
Python
MIT
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Browser MCP: the app under test egresses via the real ISP while the agent stays on the VPN.

3
JavaScript
MIT
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XTapDown logo

XTapDown

Maintained

14 X (Twitter) creator tools — tweet download, hashtags, hooks, engagement & ads-revenue calc.

3
JavaScript
MIT
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JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tools.

3
JavaScript
Apache-2.0
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File AI logo

File AI

Maintained

Agent-ready local document context with stable anchors.

3
TypeScript
Apache-2.0
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MCP-powered To-Do application with intelligent task prioritization

3
TypeScript
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MCP server for Coolify API operations.

3
TypeScript
MIT
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Aspicio logo

Aspicio

Active

DXF and PDF/X-4 for AI agents: structured facts, PNG renders, an interactive in-chat viewer.

3
TypeScript
MIT
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Your real, logged-in Chrome as an MCP server: 63 token-efficient web-dev tools. ChromeOS included.

3
JavaScript
MIT
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Draft, translate and update Help Center articles and manage Zendesk tickets from your AI assistant.

3
TypeScript
MIT
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