MCP Server Directory

Local-first knowledge management with bi-directional LLM sync via Markdown files.

Incident management, on-call scheduling, and intelligent analysis powered by Rootly.

Official Railway MCP server

MCP server for Florentine.ai - Natural language to MongoDB aggregations

An MCP Server for computer-use in Windows OS

Connect your AI assistants to Keboola and expose your data, transformations, SQL queries, ...

Deep code indexing for AI agents. FTS5 + embeddings + call graphs + git intelligence. Fully local.

Let LLM help you achieve your regression analysis with Stata

Fetch and process content from specified URLs using the Oxylabs Web Scraper API.

Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs.

Semantic code intelligence — call graphs, dependencies, impact analysis, and test coverage.

AI-powered browser automation — navigate, click, fill forms, and extract data from any website.

JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and MCP support.

Read and write access to Airtable database schemas, tables, and records.

MCP server for web search, content extraction, academic research, and library docs.

317-tool agentic MCP production system for Ableton Live 12 — device atlas, sample engine, composer

Telegram MCP server — dual-mode Bot API + MTProto, 6 composite tools.

Session memory, knowledge search, Brave Search, Gemini AI, and code transforms for AI agents

Schema conversion and schema-driven code generation MCP server.

MCP server for interacting with Elasticsearch

Natural language interface designed for agentic applications to manage and search data in Redis.

Connect RStudio to AI assistants for interactive R coding and data analysis.

Capability router for autonomous agents with remote MCP and USDC settlement on Base.

Video editing MCP server with FFmpeg, PUSHING CREATION planning, Hyperframes, and repurposing tools.

19 focused API tools for AI agents: contract review, prompt optimizer, context packing, and more.

Read and write the system clipboard — tables, text, code, JSON, URLs, images, and more.

AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall context everywhere.

Generate academic diagrams and statistical plots from text using multi-agent AI.

Save up to 80% tokens when AI reads code via AST-aware structural reading

MCP server for GitLab API — projects, MRs, pipelines, CI/CD, approvals, issues, code review.

MCP server for the SCF Controls Platform — 72 tools for controls, evidence, risk, and TPRM.

Geospatial toolkit for AI: spatial queries, coord conversion, H3, OSM search, map verification links

Production engineering standards for AI coding assistants. Setup once, remove when done.

Allow AI systems to read, write, and query spreadsheet data via Google Sheets.

Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.

An MCP server providing zero-shot object detection and segmentation using Ultralytics YOLOE.

MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.

MCP (Model Context Protocol) server for Appwrite

An MCP server that provides access to common Cisco Modeling Labs (CML) operations.

Dependency graph + 23 MCP tools. Impact analysis, simulation, security, agent coordination

An MCP server that provides interaction with StackHawk's security scanning platform.

Benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client

Semantic knowledge engine for Obsidian with auto-classification and DAG hierarchy

Web search, direct-URL fetch, crawl, and docs export MCP. smartfetch for URLs.

Code intelligence for AI agents. Extract, trace, and analyze code without reading whole files.