Awesome Mcp Servers

FastMCP server for managing and testing webhooks via webhook-test.com API

Web scraping MCP server for AI agents — screenshots, content extraction, structured scraping

LLM Council fork with persistence, decision traces, stability fixes, repeatable checks, and MCP integration.

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

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 Superseded by the official WecomTeam/wecom-cli v1.1.0 — see README for what the CLI now covers, and the one transform (smartsheet cell unwrap) it still doesn't.

MCP Docs Vector - Documentation vectorization and search via MCP

Microsoft Azure Data Lake Storage MCP Server

Enterprise Hebbian neural graph for AI memory - CIPS LLC

Fulcra MCP Server

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.

Sophisticated AI chatbot with long-term memory capabilities, complete Notion workspace integration, and MCP (Model Context Protocol) implementation. Features semantic, episodic, and procedural memory systems.

No description.

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

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

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.

ARGENTUM core — karma economy for agents and humans

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

Bridge connecting OpenWebUI to Kubernetes clusters via MCP protocol

Official VibeTrader MCP server enabling AI agents to manage trading bots, portfolios, strategies, and market analysis via natural language.

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

A Model Context Protocol server for character-level index-based string manipulation

🔍 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.