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.
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MCP Servers
Browse all Model Context Protocol servers with quality scores, stars, languages and maintenance activity.
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Finance & Fintech140Developer Tools99Knowledge & Memory94Search & Data Extraction70Security68Other Tools and Integrations57Databases57Cloud Platforms35Communication28Coding Agents24Art & Culture24Data Science Tools24Aggregators22Workplace & Productivity21Data Platforms21Biology, Medicine and Bioinformatics21Monitoring20Multimedia Process19Location Services18Research18Marketing17Travel & Transportation15Social Media15Sports15Results
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.
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
nickclyde/duckduckgo-mcp-server B MCP Server Active
nickclyde/duckduckgo-mcp-server
Web search using DuckDuckGo
juyterman1000/entroly B MCP Server Active
juyterman1000/entroly
Auditable context control plane and MCP server for AI coding agents. Compresses context 70–95% (BM25 + entropy + dep-graph knapsack), stabilizes prompt prefixes for provider cache discounts, routes easy tasks to cheaper models (RAVS Bayesian router), and verifies answers locally with WITNESS hallucination guard (0.844 AUROC, $0, ~3 ms). MemoryOS adds local budget-aware working/episodic/semantic me
Ikalus1988/MisakaNet B MCP Server Active
Ikalus1988/MisakaNet
Agent failure memory network. Search 235+ verified debugging lessons from real engineering sessions. BM25 + SAG-Lite search, 3 tools (search, get_lesson, submit_usage), 5 resources, 3 guided prompts. Works with Claude Code, Cursor, and any MCP client. `python3 scripts/mcp_server.py`