Apache Airflow
yangkyeongmo/mcp-server-apache-airflow
Connect to Apache Airflow.
Comet
hanzili/comet-mcp
Connect to the Perplexity Comet browser for agentic browsing, deep research and real-time task monitoring.
AlibabaCloud DevOps
aliyun/alibabacloud-devops-mcp-server
Yunxiao MCP Server provides AI assistants with the ability to interact with the Yunxiao platform.
Egovframe Scaffold
EricSeokgon/egovframe-scaffold-mcp
eGovFrame (전자정부 표준프레임워크) projects: templates, components, CRUD, build, 5.x migration, dependencies
zanadir
MustacheCase/zanadir
Find what a repository's CI is missing, and which security checks cannot fail the build.
Duckdb
ktanaka101/mcp-server-duckdb
DuckDB database integration with schema inspection and query capabilities.
Schemagate
ashishsinha1602/schemagate
Selects the schema objects a SQL agent sees and returns only the tables the calling principal may read, on Postgres, Oracle, MySQL and SQL Server.
X-Use
ihuzaifashoukat/x-use
Multi-account X (Twitter) automation via a real Chrome session: posting, replies, search, engagement and scheduled actions, with draft approval by default.
Rsigma
timescale/rsigma
Author, lint, validate and convert Sigma detection rules with RSigma, evaluate and explain detections against log events, and inspect correlation state.
CLI
MladenSU/cli-mcp-server
Command-line execution with customizable security policies.
ClassCAD
awv-informatik/classcad-ai
Build and verify CAD parts and assemblies with the ClassCAD engine, locally, no server needed.
Bitview
bitcoinresearchkit/mono
Read-only Bitcoin blockchain, mempool, mining, market, and on-chain analytics; no API key.
Langfuse Prompt Management
langfuse/mcp-server-langfuse
Access and manage LLM application prompts created with Langfuse Prompt Management.
Mongo
QuantGeekDev/mongo-mcp
A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases
Argon
argon-lab/argon
Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo over MCP.
In Memoria
pi22by7/In-Memoria
Cumulative memory and pattern learning for coding assistants, with local SQLite/SurrealDB storage for semantic codebase analysis.
Make
integromat/make-mcp-server
Turn Make scenarios into callable tools for AI assistants.
One Search
yokingma/one-search-mcp
Web search, URL discovery, scraping & extraction with agent-browser and search providers
X64dbg
bromoket/x64dbg_mcp
MCP server for x64dbg debugger - 23 mega-tools for AI-powered reverse engineering and debugging
AI Distiller
janreges/ai-distiller
Extracts essential code structure from large codebases into an AI-digestible format so agents write code that correctly uses existing APIs.
Akb
dnotitia/akb
Organizational knowledge base: Markdown docs, PostgreSQL tables and files linked by a URI graph, with hybrid search, Git history and multi-tenant ACLs.
Agent Security Scanner
sinewaveai/agent-security-scanner-mcp
Security layer for AI agents: blocks prompt injection, detects fake packages, scans vulnerabilities.
Benzi
oooscoos/Benzi
Compiler-backed code intelligence: calls, data flow, references and class hierarchy as tools.
Mysql
f4ww4z/mcp-mysql-server
MySQL database integration for secure database operations.
Free Search
sweetcornna/free-search-mcp
No-API-key web search, page fetching and document reading across many engines. Local-first.
Wayback Machine
Mearman/mcp-wayback-machine
MCP server and CLI tool for interacting with the Wayback Machine without API keys
Zettelkasten
entanglr/zettelkasten-mcp
Zettelkasten knowledge management: create, link and search atomic notes.
ru-marketplace
Vladimir-Human/ru-marketplace-mcp
Read-only MCP servers for Russian marketplaces: prices, stock, ratings, reviews, seller identity
Hostinger
hostinger/api-mcp-server
Official Hostinger API MCP server for services managment.
Bykaranteli
bykarantelicom/bykaranteli-mcp
Crypto derivatives data: funding, OI, liquidations, options, ETF flows. Free account key required.
Faucet
faucetdb/faucet
SQL database to MCP tools and REST API: PostgreSQL, MySQL, SQL Server, Oracle, SQLite, Snowflake.
Funnel
chris-schra/mcp-funnel
MCP proxy that aggregates multiple servers with tool filtering and customization
any-chat-completions
pyroprompts/any-chat-completions-mcp
Chat with any OpenAI SDK-compatible Chat Completions API, such as Perplexity, Groq and xAI.
Agent Lsp
blackwell-systems/agent-lsp
Stateful layer over real language servers: persistent sessions keep indexes warm, and speculative execution simulates edits in memory before writing to disk.
Godot Enhanced
wgt19861219/godot-mcp-enhanced
Enhanced Godot 4.5-4.7 MCP: headless+editor+bridge, secure GDScript sandbox, closed-loop AI dev.
Technocore Chat
flop-labs/technocore-chat
Shared rooms and durable notes for agents over plain HTTP: rendezvous, hand-off, coordination.
Vnsh
raullenchai/vnsh
Portable workspaces for AI agents: one encrypted link any agent can read and write
Piia Engram
Patdolitse/piia-engram
Persistent user identity across AI tools: preferences, lessons and decisions in local JSON with staged verification, AES-256-GCM encryption and cross-tool sync.
onsystem
dgesteves/onsystem
Catches palette colors, native elements and APIs your design system lacks in agent-written React.
KSail
devantler-tech/ksail
SDK for creating, managing, and operating Kubernetes clusters and workloads with ease.
Pubmed
cyanheads/pubmed-mcp-server
Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms.
Read Website Fast
just-every/mcp-read-website-fast
Fast, token-efficient web content extraction that converts websites to clean Markdown. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching with minimal dependencies.
Servo Fetch
konippi/servo-fetch
Chromium-free web content extraction in a single binary: fetch, render, crawl and screenshot pages with the Servo browser engine.
Forge Orchestrator
nxtg-ai/forge-orchestrator
Forge orchestrator MCP server for Claude Code (alpha). Codex/Gemini runners are not in the alpha.
jztan/pdf-mcp
Agentic RAG over one PDF or a whole folder: hybrid search, selective page reads, tables, OCR.
PoloPan Fashion
rofoso-com/polopan-fashion-mcp
Fashion & apparel MCP: visual outfit search, stock verification, and 1-click checkout.
Web Browser (kogiQA)
atagon-GmbH/kogiqa-mcp
This web browser has been designed to help your agent debug and develop complex web applications.
Excalidraw Architect
BV-Venky/excalidraw-architect-mcp
Generate Excalidraw architecture diagrams with auto-layout, technology-aware component styling (databases, queues, caches) and stateful editing.