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

Usage-adaptive Obsidian vault search: Hebbian + PageRank + BM25 hybrid ranking.

0
Python
MIT
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Find where your notes disagree — contradiction detection for markdown vaults.

0
Python
MIT
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Surface the notes you forgot you wrote — DMN replay for markdown vaults.

0
Python
MIT
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Find what your knowledge base mentions but doesn't actually explain.

0
Python
MIT
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Obsidian vault structural health: broken links, orphans, missing frontmatter, safe auto-repair.

0
Python
MIT
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Parse FIX messages and help agents create Fixie initiators.

0
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Apuchat logo

Apuchat

Active

Real-time chat for AI agents. Claude Code, Cursor, Cline and Codex join channels over MCP.

0
TypeScript
MIT
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Monetize your MCP server or CLI: live OpenCrater network stats + how maintainers earn USDC.

0
JavaScript
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나라장터 입찰공고정보서비스(공공데이터포털 data.go.kr) Open API를 감싼 로컬 MCP 서버

0
TypeScript
MIT
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나라장터 사용자정보서비스(공공데이터포털 data.go.kr) Open API를 감싼 로컬 MCP 서버

0
TypeScript
MIT
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나라장터 낙찰정보서비스 Open API를 위한 로컬 MCP 서버

0
TypeScript
MIT
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나라장터 사전규격정보서비스 Open API를 위한 로컬 MCP 서버

0
TypeScript
MIT
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Local MCP tools for decisions, reflection, action plans, and digital report outlines.

0
TypeScript
MIT
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Local tools for planning and validating focused browser-game prototypes.

0
HTML
MIT
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Agent-native hosting: deploy any folder to a live URL in one command. No approve tool.

0
TypeScript
Apache-2.0
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Generate exact-size App Store and Google Play screenshots, feature graphics, and listing copy.

0
MIT
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Push HTML prototypes to DesignPin for team review and pull reviewer feedback into your AI.

0
JavaScript
MIT
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Bounded data, document, web-quality, and operations services purchased with USDC through x402.

0
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233 tools for Google, Microsoft, TikTok, LinkedIn Ads in Claude or ChatGPT. Writes need approval.

0
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droidprobe logo

droidprobe

Maintained

Read-only MCP server to inspect an Android device over ADB: hardware, packages, permissions, logs.

0
Rust
MIT
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UK public procurement data for AI agents: tenders, contracts, buyer and supplier profiles.

0
Dockerfile
MIT
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Anamnesis logo

Anamnesis

Active

Cross-machine, file-first memory for Claude Code: markdown + SQLite FTS5, synced with git

0
Python
Apache-2.0
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Source-cited data-handling comparison of 11 AI vendors: training, retention, opt-out.

0
TypeScript
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Daily Argentina food & beverage price index, source-cited from public retailer prices.

0
TypeScript
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Binance Futures market intelligence: funding, OI, order book, klines, cross-exchange comparison.

0
TypeScript
MIT
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MCP server for OpenRouter management API: credits, key CRUD, activity drill-down, dashboard.

0
TypeScript
MIT
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Gasless cross-chain for AI agents: 25 nodes incl. Solana & native Bitcoin. One signature, no gas.

0
JavaScript
MIT
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Tolk MCP Server logo

Tolk MCP Server

Maintained

MCP server for the Tolk smart contract compiler. Compile, validate, and explore TON contracts.

0
JavaScript
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AgentPump logo

AgentPump

Active

Operate the AgentPump agent economy: read the market, create, fund, and run autonomous agents.

0
JavaScript
MIT
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Event-driven deterministic browser MCP: HITL gates, audit, console/network/perf observability.

0
Python
MIT
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