MCP Servers

avivsinai/langfuse-mcp B MCP Server Active

Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.

aikts/yandex-tracker-mcp B MCP Server Active

MCP Server for Yandex Tracker. Provides tools for searching and retrieving information about issues, queues, users.

arthurpanhku/Arthor-Agent B MCP Server Active

arthurpanhku/DocSentinel B MCP Server Active

MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base,Risks, compliance gaps, remediations.

Pearch-ai/mcp_pearch B MCP Server Official Active

Best people search engine that reduces the time spent on talent discovery

amirdaraee/luxembourg-mcp B MCP Server Official Active

Keyless access to official Luxembourg public data: laws, statistics, live parking and traffic, weather alerts, environment, parliament, geodata, GTFS stops, and the national open-data catalogue. 21 read-only tools, zero dependencies; hosted endpoint at mcp.luxembourg-mcp.com or local Python server. No API keys.

haris-musa/excel-mcp-server B MCP Server Stale

An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).

ckreiling/mcp-server-docker B MCP Server Active

Integrate with Docker to manage containers, images, volumes, and networks.

polygon-io/mcp_polygon) B MCP Server Maintained

An MCP server that provides access to [Polygon.io](https://polygon.io/) financial market data APIs for stocks, indices, forex, options, and more.

zilliztech/mcp-server-milvus B MCP Server Active

MCP Server for Milvus / Zilliz, making it possible to interact with your database.

WiseVision/mcp_server_ros_2 B MCP Server Active

MCP server for ROS2 enabling AI-driven robotics applications and services.

keboola/keboola-mcp-server B MCP Server Active

interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.

ferdousbhai/tasty-agent B MCP Server Active

Tastyworks API integration to handle trading activities on Tastytrade

DareDev256/fcpxml-mcp-server B MCP Server Active

The first MCP server for Final Cut Pro. 53 tools that parse, edit, and generate FCPXML timelines — health checks, flash frame detection, chapter markers, rough cuts, NLE export. 912 tests, MIT licensed.

NameetP/pdfmux B MCP Server Active

PDF extraction router with built-in MCP server. Classifies each page (digital, scanned, tables) and routes to the best backend (PyMuPDF, Docling, OCR, or optional LLM fallback). Per-page confidence scoring flags low-quality pages and auto-reextracts them — prevents silent RAG failures. Zero config: `pip install pdfmux`. MIT licensed.

cdeust/Cortex B MCP Server Active

Persistent memory for Claude Code grounded in computational neuroscience (41 cited papers). Thermodynamic decay, hippocampal-cortical consolidation, predictive-coding write gate, WRRF retrieval. PostgreSQL + pgvector, 33 MCP tools, 7 lifecycle hooks. Benchmarked 97.8% R@10 on LongMemEval. `claude plugin marketplace add cdeust/Cortex`

ukkit/memcord B MCP Server Active

A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.

sunriseapps/imagesorcery-mcp B MCP Server Maintained

ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.

portainer/portainer-mcp B MCP Server Active

A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure monitoring capabilities.

mahdin75/gis-mcp B MCP Server Active

A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform accurate geospatial operations and transformations.

MarcellM01/TinySearch B MCP Server Active

Self-hosted web research for MCP agents: search (SearXNG, with DuckDuckGo fallback), crawl, dense+BM25 rerank, and dedupe into a source-grounded, cited prompt. Local ONNX embeddings by default, or bring an OpenAI-compatible embedding API.

Kapeli/dash-mcp-server B MCP Server Active

MCP server for [Dash](https://kapeli.com/dash), the macOS API documentation browser. Instant search over 200+ documentation sets.

zw008/VMware-AIops B MCP Server Active

VMware vSphere/vCenter management — VM lifecycle (create/clone/delete/migrate), deployment, Guest Operations, snapshots, and cluster operations. 41 tools with double-confirmation gates, dry-run mode, and SQLite-WAL audit logging for destructive operations.

gebalamariusz/cloud-audit B MCP Server Active

Open-source AWS security scanner with attack chain detection, breach cost estimation, and copy-paste remediation (CLI + Terraform). 47 checks, 16 attack chain rules. First free standalone AWS security MCP server.

ypollak2/llm-router B MCP Server Active

Subscription-aware LLM router for Claude Code. Routes tasks to 20+ providers (OpenAI, Gemini, Groq, Ollama, Codex) based on complexity classification, Claude subscription pressure, and cost. Free tasks stay on Claude subscription; expensive tasks fall back to the cheapest capable model. Includes 30 MCP tools, 6 auto-routing hooks, semantic dedup cache, prompt caching, daily spend cap, and a live w

82ch/MCP-Dandan B MCP Server Active

Real-time security framework for MCP servers that detects and blocks malicious AI agent behavior by analyzing tool call patterns and intent across multiple threat detection engines.

FROWNINGdev/django-orm-lens B MCP Server Active

Django ORM static-analysis MCP server. Nine read-only tools (`list_apps`, `list_models`, `describe_model`, `find_relations`, `cascade_preview`, `er_diagram`, `describe_migration_dependency`, `suggest_indexes`, `signal_graph`) that expose Django schema, relationships (FK/M2M/O2O, on_delete, related_name), migration deps, missing indexes, and signal graphs — no DB, no Django boot, no credentials. Co

paulburgess1357/nvim-mcp B MCP Server Active

MCP server providing AI assistants with full control of Neovim instances via msgpack-RPC. Read/edit buffers, run commands, send keys, query LSP diagnostics, and annotate code with highlights. No plugin required.

isdaniel/mcp_weather_server B MCP Server Active

Get weather information from https://api.open-meteo.com API.

the-momentum/apple-health-mcp-server B MCP Server Maintained

An MCP server that provides access to exported data from Apple Health. Data analytics included.

lfnovo/content-core B MCP Server Active

Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.

serpapi/serpapi-mcp B MCP Server Active

SerpApi MCP Server for Google and other search engine results. Provides multi-engine search across Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay, and more with real-time weather data, stock market information, and flexible JSON response modes.

githejie/mcp-server-calculator B MCP Server Active

This server enables LLMs to use calculator for precise numerical calculations

sitbon/magg B MCP Server Active

Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand.

imdinu/apple-mail-mcp B MCP Server Active

Fast MCP server for Apple Mail — 87x faster email fetching via batch JXA and FTS5 search index for ~2ms body search. 6 tools: list accounts/mailboxes, get emails with filters, full-text search across all scopes, and attachment extraction.

srclight/srclight B MCP Server Active

Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29 tools for symbol search, call graphs, git intelligence, and hybrid semantic search.

bintocher/mcp-superset B MCP Server Active

Full-featured Apache Superset MCP server with 135+ tools for dashboards, charts, datasets, SQL Lab, security (users, roles, RLS, groups), permissions audit, and 30+ built-in safety validations. Supports HTTP, SSE, and stdio transports.

roampal-ai/roampal-core B MCP Server Active

Outcome-based persistent memory for AI coding tools. Memories that help get promoted, memories that mislead get demoted. Works with Claude Code and OpenCode via hooks + MCP.

zenml-io/mcp-zenml B MCP Server Active

An MCP server to connect with your [ZenML](https://www.zenml.io) MLOps and LLMOps pipelines

WenyuChiou/research-hub B MCP Server Active

Research workspace MCP integrating Zotero, Obsidian, and NotebookLM. Search papers (arXiv/Semantic Scholar/PubMed/CrossRef), ingest into Zotero, sync notes to Obsidian, verify NotebookLM briefs. All three external tools optional. `pip install research-hub-pipeline` then `research-hub serve`.

merterbak/Grok-MCP B MCP Server Active

MCP server for xAI's [Grok API](https://docs.x.ai/docs/overview) with agentic tool calling, image generation, vision, and file support.

codeofaxel/Kiln B MCP Server Active

MCP server that lets AI agents drive real 3D printers end to end — design, slice, queue, monitor via camera, and recover from failures — across Bambu Lab, Creality, Prusa, Elegoo, and more over OctoPrint, Moonraker/Klipper, PrusaLink, and USB. AGPL-3.0, `pip install kiln3d`.

Rootly-AI-Labs/Rootly-MCP-server B MCP Server Official Active

MCP server for the incident management platform [Rootly](https://rootly.com/).

xDarkzx/Reaper-MCP B MCP Server Active

AI-powered music production in REAPER through natural conversation - 173 tools across 26 modules covering transport, tracks, MIDI (insert/edit/quantize/humanize), mixing and FX (EQ, compression, sidechain, sends), tempo maps, markers/regions, ReaScript discovery/execution, and more.

pzfreo/build123d-mcp B MCP Server Active

MCP server that exposes build123d parametric CAD operations as tools, enabling AI assistants to create, inspect, and iterate on 3D geometry interactively. Renders PNG/SVG views, measures geometry, and exports STEP/STL.

tobocop2/lilbee B MCP Server Active

Runs and manages its own local models, or uses your existing Ollama or LM Studio if you prefer. Indexes your files and code, crawls the websites you point it at, and answers with citations to the source.

chroma-core/chroma-mcp B MCP Server Official Stale

Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities

gomarble-ai/google-ads-mcp-server B MCP Server Active

MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.