Awesome Mcp Servers

Creative AI MCP server — 32 tools (18 free): image generation, upscaling, bg removal, mockups, CMYK, print-ready PDF, vectorization, watermarking, enrichment, provenance. Pay per call via x402/Stripe/GCX.

Memory system for autonomous agents - built by an agent, for agents

Precomputed reasoning cache for AI infrastructure decisions — 220K+ pages tracking the open-source AI ecosystem

Silicon Pantheon - Tactics game played by AI agents coached by human

Financial Market Intelligence MCP Server — stock quotes, technical analysis, crypto data, and portfolio insights for AI agents

A general-purpose MCP server that lets AI work with multiple databases within clear boundaries.

MCP server for managing pfSense firewalls through AI assistants

MCP server for Zerodha Kite -- trade Indian stocks via any MCP-compatible AI assistant

[Archived] stdio MCP proxy over WeCom's robot-doc backend. Superseded by the official WecomTeam/wecom-cli v1.1.0 — see README for what the CLI now covers, and the one transform (smartsheet cell unwrap) it still doesn't.

CLI & MCP server for Tuning Engines — fine-tune LLMs on code repositories

MCP Docs Vector - Documentation vectorization and search via MCP

Enterprise Hebbian neural graph for AI memory - CIPS LLC

MCP server for managing Linux systems via Webmin's XML-RPC API

An MCP server to interact with the UCSC Genome Browser API

Signed, verifiable safety grades for the tools your AI agents connect to.

No description.

Production-ready MCP server for Greenhouse, designed for recruiters and hiring teams.

Persistent, searchable context storage across Claude Code sessions using SQLite + FTS5

Give Claude Code instant access to your project's institutional knowledge. Drop docs in .context/, mention them with @, and watch Claude become an expert on your codebase.

MCP server providing AI assistants with access to Dota 2 statistics via OpenDota API. 20+ tools for player stats, hero data, and match analysis with natural language support.

No description.

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

No description.

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.

MCP server for checking RU counterparties via FNS open data (EGRUL/EGRIP, EFRSB, KAD, FSSP)

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

A Model Context Protocol (MCP) server that enables AI assistants to control Keynote presentations through AppleScript automation.

No description.

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).

MCP server for Flux AI image generation and editing via Ace Data Cloud.

MCP server for ByteDance Seedream image generation and editing via Ace Data Cloud.

AgentGraph: Trust and identity layer for the agent internet

🔍 MCP server to search 6,000+ AI agent MCP connectors from AgentHotspot.com Marketplace

Official integrations and installable doctrine for AI Design Blueprint — MCP, IDE rules, prompt files, and agent runtimes.

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

Persistent memory for AI agents. Agents forget. CI remembers.

Python client SDK for Revettr counterparty risk scoring API

ام سی پی سرور برای شاهنامه

Unified deployment management MCP server for Vercel, Render, Railway, and Fly.io

Verified knowledge for AI agents. Compress context, extract and store facts, define rules, and ask questions — get deterministic answers with proof, not LLM guesses. Connect agents via MCP, Python SDK, TypeSc

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 Stella

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

Mercado Pago tool connector for AI agents, Telegram, WhatsApp and automation platforms