Awesome Mcp Servers

Educational MCP server with math operations, matrix algebra, data visualization, and persistent workspace

Open, audit-grade agentic data quality framework with portable industry packs

AGENIUM — DNS of the Agent Web. Identity, trust & discovery for AI agents. MCP-compatible. agent:// protocol with mTLS, trust scores & capability search.

BenchClaw adapters for LangChain, LlamaIndex, CrewAI, Ollama Open WebUI, LobeChat, n8n, Dify, Continue.dev and more. Lets any agent framework submit to the P2PCLAW leaderboard.

An MCP server for interacting with a Jenkins server. Allows you to trigger jobs, check build statuses, and manage your Jenkins instance through MCP.

Historical AWS analysis CLI; not a current Cyntrisec product

Python SDK for WaveGuard physics-based anomaly detection API. One call. Any data.

LLM readiness linter for websites. Audits robots.txt, llms.txt, Schema.org, and content density on a 0-100 scale. Includes MCP server. Published on PyPI: pip install context-cli.

MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Plotly plots, custom tools, and monitoring dashboard

The Cognitive Market Brain for Autonomous AI Trading Agents (Level 4 Cortex, Orderflow Physics & Contradiction Engine).

Fast Python web crawler for RAG and AI ingestion. Extracts clean Markdown from any site for LLMs and vector stores.

Production-ready Model Context Protocol (MCP) server for Method CRM API integration. Enables LLMs to interact with Method CRM through 20 comprehensive tools.

MCP server for fetching web URLs with token estimation, caching, and intelligent routing. Built for AI agents.

50 standard Bitcoin tools for MCP agents, with 6 prompts and 8 resources. Uses a local node or explicitly configured compatible API.

MCP server for the Sovereign AI Blog: Search, retrieve, and diagnose tools for self-hosted AI on NVIDIA DGX Spark.

Developer-focused MCP server with 23 tools for Python code analysis, structural editing, JSON repair, imports, encoding, Markdown/PDF export, diffs, and regex testing

Browser-backed MCP server wrapping mcp-atlassian with Playwright SSO auth for Atlassian Server/Data Center

Search ISRO's Bhoonidhi satellite archive in plain language from any AI agent — a MCP server built on the bhoonidhi-downloader SDK.

MCP server for AIR Blackbox. Expose audit, replay, scan, and compliance tools to any MCP-compatible agent or IDE.

🚀 ViralTransformer: A high-performance MCP server for automated web scraping & AI-driven viral content transformation. 基于 MCP 协议的自动化网页抓取与爆款文案转化引擎。

NLP without the bloat — sentiment, keywords, readability, summarization. No NLTK, no spaCy. Zero heavy dependencies.

Corporate credit data for AI agents — Python SDK, LangChain tools, and MCP server

Shared versioned state for multi-agent AI workflows. An MCP server.

Google Workspace MCP that actually writes. 28 tools across Docs/Slides/Sheets/Drive — markdown-to-Docs, smart chips, data validation, recursive folder copy, revision restore.

Standalone Substack CLI + 26-tool MCP server. Your IDE drafts the replies. Zero AI API keys.

MCP server for Central Bank of Russia rates, key rate, inflation and macro stats

MCP server for Central Bank of Russia rates, key rate, inflation and macro stats

tailtest for Cline: MCP server + .clinerules pack + Memory Bank integration. Reaches 8+ editors via Cline. Adversarial test mode shipped from day one.

Always-on context for AI agents: screen capture, OCR, voice, MCP server. Local-first, AGPL-3.0.

Your AI agent finds the right files. Every time. Code graph context engine with 24 MCP tools — 170+ languages, triple search, +27% F1 improvement.