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

Writing Assistant Ai tools for AI agents. Capabilities: generate headlines, score readability

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Python
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AI-powered yaml ai MCP server for agents. Supports validate yaml, convert yaml json, lint yaml. By

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Python
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Post-quantum, tamper-evident receipts for agent actions. Ed25519 + ML-DSA-65, offline verify.

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Python
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AI bookkeeper. Connect QuickBooks to Claude Desktop.

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JavaScript
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Claude Code 中文写作四合一工具箱:文本分析(字数/段落/阅读时间)、结构化大纲生成(论文/小说/商业计划书)、GB/T 7714 参考文献格式化、中文字频统计。纯本地运行。

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JavaScript
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Community-built, comprehensive MCP server for the SecurityScorecard API (unofficial).

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TypeScript
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Search listings, message posters, and create draft posts on Capmus, the university marketplace

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TypeScript
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Search listings, message posters, and create drafts on SUpost, the marketplace for Stanford

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TypeScript
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177 crypto market intel endpoints with auto x402 USDC micropayments from your AI agent

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TypeScript
MIT
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Certified SEC EDGAR fact memory for AI agents with zero hallucination and filing provenance.

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JavaScript
Apache-2.0
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CastHub logo

CastHub

Active

Control CastHub digital signage. Manage TVs, presentations, schedules, and emergency alerts.

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TypeScript
MIT
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Live crypto market signals for AI agents: perp liquidations, funding, OI positioning, yield, FX.

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MIT
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Mines your Claude Code and Cursor sessions into evidence-based CLAUDE.md / AGENTS.md rules.

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TypeScript
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Neutral, non-custodial MCP payment router: discover rails, then pay across them.

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Python
MIT
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Security-first SendGrid MCP server: dry-run default, recipient allowlists, rate caps, audit log.

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Python
MIT
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LLM SEO and Agent Discoverability for B2B SaaS. Pricing, fit assessment, audit requests.

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Python
MIT
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Work with a remote host over FTP/FTPS/SFTP, SSH, and MySQL.

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JavaScript
MIT
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AI-powered e-commerce product search, affiliate links, and price negotiation

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Attribution and settlement infrastructure for AI agent content access over HTTP 402 and MCP.

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Python
MIT
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Personal RAG over your GitHub history (commits, code, reviews), served to Claude Code over MCP.

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Python
MIT
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Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth

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Python
MIT
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MCP Server for Clawallex payment API - Pay for anything with USDC virtual cards

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TypeScript
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AI search visibility MCP. Get cited by ChatGPT, Perplexity, Claude, and Google AI Overviews.

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TypeScript
MIT
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Real-time fact-checking MCP. Verifies claims against live sources with structured verdicts.

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TypeScript
MIT
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Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, and DSPy pipelines.

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Python
MIT
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Clipform logo

Clipform

Active

Interactive video forms that capture authentic responses. Build engaging forms in minutes.

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Meter usage and manage usage-based billing from AI tools via the ClockNext API.

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TypeScript
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Meter usage and manage usage-based billing from AI tools via the ClockNext API.

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TypeScript
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Validated SaaS opportunities mined from real user complaints across 8 sources.

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MIT
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Discover funded agent work and prepare approval-gated TaskMarket delegations.

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JavaScript
MIT
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