microsoft/markitdown A MCP Server Official Active
microsoft/markitdown/packages/markitdown-mcp
MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.
Home › MCP Servers
MCP Servers
Browse all Model Context Protocol servers with quality scores, stars, languages and maintenance activity.
Filters (1 active)
Status
Official42Category
Finance & Fintech143Developer Tools104Knowledge & Memory102Search & Data Extraction71Security69Databases58Other Tools and Integrations57Cloud Platforms38Communication28Aggregators25Coding Agents25Art & Culture24Data Science Tools24Workplace & Productivity22Monitoring21Data Platforms21Biology, Medicine and Bioinformatics21Multimedia Process20Research19Location Services18Marketing17Sports16Travel & Transportation15Social Media15Results
awslabs/mcp A MCP Server Official Active
awslabs/mcp
AWS MCP servers for seamless integration with AWS services and resources.
mckinsey/vizro-mcp A MCP Server Official Active
mckinsey/vizro/vizro-mcp
Tools and templates to create validated and maintainable data charts and dashboards.
topoteretes/cognee A MCP Server Active
topoteretes/cognee/cognee-mcp
Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
oraios/serena A MCP Server Active
oraios/serena
A fully-featured coding agent that relies on symbolic code operations by using language servers.
vectorize-io/hindsight A MCP Server Active
vectorize-io/hindsight
Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory
pydantic/pydantic-ai/mcp-run-python A MCP Server Active
pydantic/pydantic-ai/mcp-run-python
Run Python code in a secure sandbox via MCP tool calls
skill-seekers/Skill_Seekers A MCP Server Active
yusufkaraaslan/Skill_Seekers
Transform 17 source types (docs, GitHub repos, PDFs, videos, Jupyter, Confluence, Notion, Slack/Discord) into AI-ready skills and RAG knowledge. 35 MCP tools for scraping, packaging, enhancing, and exporting to vector databases (Weaviate, Chroma, FAISS, Qdrant). Supports 16+ target platforms.
mrexodia/ida-pro-mcp A MCP Server Active
mrexodia/ida-pro-mcp
MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement decompilation, disassembly and allows you to generate malware analysis reports automatically.
DataEval/dingo A MCP Server Official Active
DataEval/dingo
MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.
repowise-dev/repowise A MCP Server Active
repowise-dev/repowise
Codebase intelligence for AI coding agents. Indexes a repo into a dependency graph, git history, defect-risk code health, auto-generated docs, and architectural decisions, served as 9 task-shaped MCP tools across 15 languages. Runs 100% local; hosted option available.
sooperset/mcp-atlassian A MCP Server Active
sooperset/mcp-atlassian
MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.
dbt-labs/dbt-mcp A MCP Server Official Active
dbt-labs/dbt-mcp
Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.
bram2w/baserow A MCP Server Active
bram2w/baserow
Baserow database integration with table search, list, and row create, read, update, and delete capabilities.
basicmachines-co/basic-memory A MCP Server Active
basicmachines-co/basic-memory
Persistent, local-first AI memory: a semantic knowledge graph of plain Markdown files that humans and LLMs both read and write. Works with any MCP client, with optional cloud sync and team workspaces.
blazickjp/arxiv-mcp-server A MCP Server Active
blazickjp/arxiv-mcp-server
Search ArXiv research papers
taylorwilsdon/google_workspace_mcp A MCP Server Active
taylorwilsdon/google_workspace_mcp
Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports.
samuelgursky/davinci-resolve-mcp A MCP Server Active
samuelgursky/davinci-resolve-mcp
MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control
Comet-ML/Opik-MCP A MCP Server Official Active
comet-ml/opik-mcp
Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.
can4hou6joeng4/boss-agent-cli A MCP Server Active
can4hou6joeng4/boss-agent-cli
BOSS Zhipin recruitment workflow for AI agents. 49 MCP tools for job search, welfare filtering, recruiter messaging, pipeline tracking, and resume optimization.
chigwell/telegram-mcp A MCP Server Active
chigwell/telegram-mcp
Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.
Klavis-AI/YouTube A MCP Server Maintained
Klavis-AI/klavis/mcp_servers/youtube
Extract and convert YouTube video information.
shashankss1205/codegraphcontext A MCP Server Active
Shashankss1205/CodeGraphContext
An MCP server that indexes local code into a graph database to provide context to AI assistants with a graphical code visualizations for humans.
mnemox-ai/tradememory-protocol A MCP Server Active
mnemox-ai/tradememory-protocol
Structured 3-layer memory system (trades → patterns → strategy) for AI trading agents. Supports MT5, Binance, and Alpaca.
lpigeon/ros-mcp-server A MCP Server Active
lpigeon/ros-mcp-server
The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.
designcomputer/mysql_mcp_server A MCP Server Active
designcomputer/mysql_mcp_server
MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines
mbailey/voice-mcp A MCP Server Active
mbailey/voice-mcp
Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through local microphone, OpenAI-compatible APIs, and LiveKit integration
datalayer/jupyter-mcp-server A MCP Server Active
datalayer/jupyter-mcp-server
Model Context Protocol (MCP) Server for Jupyter.
pipeboard-co/meta-ads-mcp A MCP Server Active
pipeboard-co/meta-ads-mcp
Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize spend, and scale results — simply and reliably.
Cassette-Editor/oh-my-cassette A MCP Server Official Active
Cassette-Editor/oh-my-cassette
Chat raw clips into a finished cut.
sipyourdrink-ltd/bernstein B MCP Server Active
sipyourdrink-ltd/bernstein
Deterministic multi-agent orchestrator for 37 CLI coding agents (Claude Code, Codex, Cursor, Aider, Gemini CLI, GitHub Copilot CLI, OpenHands, OpenCode, Goose, Qwen, Ollama, and more). MCP server mode (stdio + HTTP/SSE) exposes the orchestrator to any MCP client. Git worktree isolation per agent, HMAC-chained audit trail, cost-aware model routing via contextual bandit. Apache 2.0.
utensils/mcp-nixos B MCP Server Active
utensils/mcp-nixos
MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.
mnemox-ai/idea-reality-mcp B MCP Server Active
mnemox-ai/idea-reality-mcp
Pre-build reality check for AI coding agents. Scans GitHub, Hacker News, npm, PyPI, and Product Hunt to detect existing competition before building, returning a reality signal score (0-100), duplicate likelihood, similar projects, and pivot hints.
LvcidPsyche/auto-browser B MCP Server Active
LvcidPsyche/auto-browser
Open-source MCP-native browser agent with human takeover via noVNC, reusable auth profiles, and approval/audit rails. Playwright + FastAPI, Docker-based isolated sessions, stdio bridge for Claude Desktop and Cursor.
optuna/optuna-mcp B MCP Server Official Active
optuna/optuna-mcp
Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).
chrishayuk/mcp-cli B MCP Server Active
chrishayuk/mcp-cli
Yet another CLI tool for testing MCP servers
rusiaaman/wcgw B MCP Server Active
rusiaaman/wcgw
Autonomous shell execution, computer control and coding agent. (Mac)
agentic-mcp-tools/memora B MCP Server Active
agentic-mcp-tools/memora
Persistent memory with knowledge graph visualization, semantic/hybrid search, cloud sync (S3/R2), and cross-session context management.
riponcm/projectmem B MCP Server Active
riponcm/projectmem
Local-first memory and judgment layer for AI coding agents. Captures issues, failed attempts, fixes, and decisions in readable Markdown + JSONL, re-injects them into future sessions, and warns at git commit before you repeat a mistake. 14 tools, works with Claude, Cursor, Antigravity, and Codex.
vivekvells/mcp-pandoc B MCP Server Active
vivekVells/mcp-pandoc
MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
redis/mcp-redis B MCP Server Active
redis/mcp-redis
The Redis official MCP Server offers an interface to manage and search data in Redis.
duriantaco/skylos B MCP Server Active
duriantaco/skylos
Dead code detection, security scanning, and code quality analysis for Python, TypeScript, and Go. 98% recall with fewer false positives than Vulture. Includes AI-powered remediation.
pab1it0/prometheus-mcp-server B MCP Server Active
pab1it0/prometheus-mcp-server
Query and analyze Prometheus, open-source monitoring system.
CodeAbra/iai-personal-memory-engine B MCP Server Active
CodeAbra/iai-personal-memory-engine
Local memory daemon for any MCP-over-stdio client with three-tier storage (episodic/semantic/procedural). Own SQLite + hnswlib store (Hippo) with bge-small-en-v1.5, MIT-licensed community-detection reranking (MOSAIC), and sleep-cycle consolidation. AES-256-GCM encrypted at rest, no telemetry. Verbatim recall >=99% and post-contradiction Rescue@10 1.000 at honest scale. Ambient capture via shell ho
flytohub/flyto-core B MCP Server Active
flytohub/flyto-core
Deterministic execution engine for AI agents with 412 modules across 78 categories (browser, file, Docker, data, crypto, scheduling). Features execution trace, evidence snapshots, replay from any step, and supports both STDIO and Streamable HTTP transport.
nickclyde/duckduckgo-mcp-server B MCP Server Active
nickclyde/duckduckgo-mcp-server
Web search using DuckDuckGo