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

Crypto regime classifier for trading agents. 100% bounded regime accuracy. 50 free calls/day.

1
Python
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MCP server for the Google Sheets API: read and write ranges, sheets, formatting, charts, sharing.

1
TypeScript
MIT
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MCP server for the Google Slides API: presentations, slides, text, shapes, images and tables.

1
TypeScript
MIT
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Discover SAP BTP services, browse service catalog, check running instances, query dests, & more

1
Python
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SAM.gov federal contracts: search, details, AI bid analysis. 33k+ live opportunities.

1
JavaScript
MIT
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Human search intent keywords, Core Web Vitals, technical SEO & on-page audit MCP server.

1
TypeScript
MIT
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Evidence-first entity and knowledge graph MCP server for AI agents to verify claims.

1
TypeScript
MIT
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ZeroDB agent-memory MCP — 18 tools: memory + write-back to Slack, Gmail, Calendar, GitHub.

1
JavaScript
MIT
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Email tools for any IMAP/SMTP provider: list, read, search, send, and manage messages.

1
TypeScript
MIT
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Read-only runtime secret retrieval from HashiCorp Vault via Keymaster for autonomous AI agents.

1
JavaScript
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Drive Adobe CC (AE, Photoshop, Illustrator, Premiere, Character Animator) from any MCP client

1
JavaScript
MIT
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GodPrompt MCP + Agent Skill for coding agents with TDD, debugging, verification, and task routing.

1
TypeScript
MIT
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French RNCP/RS certification registers: search, sheets, blocs, validity, SIRET habilitation.

1
TypeScript
MIT
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GRGrounded Reasoning logo

Verify multi-hop relational claims before an agent asserts them — zero tokens, with proof paths.

1
Python
MIT
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Schedule smarter - create, search, and manage Google Calendar events through AI.

1
Python
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Agent floor and MCP market: catalog, rack, Stripe checkout, x402, A2A.

1
JavaScript
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Local recursive self-improvement OS MCP with fail-closed governance and gated mutation tools.

1
HTML
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Needs registry for public goods (MCP + x402): discover, fund, claim, complete with provenance.

1
Python
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Grants and public-goods MCP: discovery, ranking, grounded drafting, open-source first.

1
HTML
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Open agentic operations mesh MCP: agents, workflows, cost, governance, and x402.

1
HTML
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Fail-closed agentic OS MCP: agents as processes with cost, governance, observability, skills.

1
Python
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MCP-native router and multi-agent control plane: plan, route tool calls, stream execution.

1
Python
Apache-2.0
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USDC micropayments on Base + Solana via x402. BYO wallets. Cloudflare Workers. No Coinbase.

1
TypeScript
MIT
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MCP server for Yandex Tracker API.

1
Python
Apache-2.0
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Search and cross-reference local AI chat history with read-only tools and source citations.

1
Python
Apache-2.0
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AIAI Scanner logo

AI Scanner

Maintained

Scan codebases for LLM/AI SDK usage, exposed API tokens, and hardcoded secrets.

1
JavaScript
MIT
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Post and schedule across 9 social platforms from Claude, Cursor, or ChatGPT.

1
TypeScript
MIT
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FIFiles logo

Files

Maintained

Sandboxed local filesystem: read, search, edit, copy, archive, and safely manage files.

1
TypeScript
MIT
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GIGit logo

Git

Maintained

Local Git via MCP: status, log, diff, file history, branches, and gated stage/commit. Pure-JS.

1
TypeScript
MIT
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GIGitHub logo

GitHub

Maintained

GitHub via MCP: search, repos, issues, PRs, files, notifications. OAuth device flow or token.

1
TypeScript
MIT
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