MCP Servers

Connect your agent to docs, search, browsers and your stack with the Model Context Protocol. Every entry links to its source.

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magg

Meta-MCP server that lets LLMs discover, install and orchestrate multiple MCP servers to extend their own capabilities on demand.

Planning & architecture

★ 143

teslamate-mcp

Query Tesla vehicle data and analytics from your TeslaMate database.

Data & backend

★ 142

Aelios

Self-hosted long-term memory gateway for AI clients: runs on your own Cloudflare account (Workers + D1 + Vectorize), captures conversations, consolidates them

Codebase understanding

★ 141

eval-view

Regression testing for AI agents: save golden baselines, detect behavioral drift and block regressions in CI.

Testing & debugging

★ 140

owlex

AI council: query CLI agents (Claude Code, Codex, Gemini and OpenCode) in parallel with deliberation rounds.

Data & backend

★ 140

humanizer-ru

Detect and normalize traces of machine generation in Russian text, without authorship verdicts.

★ 139

shellward

Agent security middleware with layered defenses: prompt injection detection, DLP data flow tracking, command blocking and PII detection.

Review & security

★ 139

sysknife

Linux system administration via typed actions instead of shell strings, with a signed audit log, one-time approval receipts and automatic rollback.

Review & security

★ 139

build123d-mcp

Create, inspect and iterate on 3D geometry with build123d parametric CAD: render PNG/SVG views, measure geometry and export STEP/STL.

★ 138

pluggedin-mcp-proxy

Proxy combining multiple MCP servers into one interface, with discovery and management of tools, prompts, resources and templates plus a debugging playground.

Testing & debugging

★ 138

alibaba-cloud-ops-mcp-server

Operate Alibaba Cloud resources, including ECS, Cloud Monitor, OOS and other widely used cloud products.

Deployment & ops

★ 137

fhir-mcp-server

Search, retrieve, create, update and analyze clinical data via FHIR APIs, with SMART-on-FHIR authentication.

Documentation

★ 137

docs-mcp

Search CometChat documentation and get curated implementation bundles for adding real-time chat, voice, video and moderation to apps.

Documentation, Content creation

★ 136

mcp-observatory

Regression testing for MCP servers: discovers configured servers, checks capabilities, invokes tools, detects schema drift and recommends new servers.

Testing & debugging, Deployment & ops

★ 135

wanaku

Wanaku MCP router: an extensible routing engine for integrating enterprise systems with AI agents.

★ 135

fcpxml-mcp-server

Parse, edit and generate Final Cut Pro FCPXML timelines: health checks, flash frame detection, chapter markers, rough cuts and NLE export.

★ 132

gitwarren-app

Local code review for you and your coding agent: the agent opens a review of its changes, you comment on lines, it replies and resolves.

Codebase understanding

★ 131

mcp-server-bigquery

BigQuery database integration with schema inspection and query capabilities.

Data & backend

★ 131

brave-search-mcp

Web, image, news, video and local point-of-interest search using Brave's Search API.

Documentation, Content creation

★ 130

google-news-mcp-server

Google News via SerpAPI: search headlines, stories and related topics, with automatic topic categorization and multi-language support.

Documentation

★ 130

mcp-sqlite

Interact with SQLite databases.

Data & backend

★ 130

posecode

Text language for human movement that LLMs can write, rendered as an anatomically constrained 3D human figure in the browser.

Frontend, Content creation

★ 128

roundtable

Meta-MCP server that unifies AI coding assistants (Codex, Claude Code, Cursor, Gemini) behind one interface with automatic discovery and zero configuration.

★ 128

augments-mcp-server

Up-to-date framework documentation for React, Next.js, Laravel, FastAPI, Tailwind CSS and more.

Frontend, Documentation

★ 127

godoc-mcp

Token-efficient access to Go package documentation and types without reading entire source files.

Documentation

★ 126

suvadu

Read-only access to your local shell history and AI coding agent sessions: search commands, recent failures and risky commands, and see what each agent session

Documentation, Codebase understanding

★ 126

codex-control-plane-mcp

Control plane for long-running Codex Desktop tasks: submit asynchronously, poll state, approve Plan Mode, recover retries and search SQLite-backed history.

Data & backend, Documentation

★ 124

flstudio-mcp

Control FL Studio: in-DAW mixing (gain staging, EQ, compression, reverb, reference matching), routing and composition.

★ 123

chap

CHAP Coordinator for auditable human-agent collaboration: approvals, overrides, handoffs, escalations and hash-linked evidence.

Review & security

★ 122

GoSQLX

SQL validation, formatting, parsing, linting, security scanning and metadata extraction across multiple SQL dialects.

Data & backend, Review & security

★ 122

yandex-tracker-mcp

Search and retrieve Yandex Tracker issues, queues and users.

Documentation

★ 122

memorylane

Desktop app that captures screen activity, stores AI summaries and OCR text locally, and exposes the history via semantic search and a timeline.

Documentation

★ 121

llm-router

Subscription-aware LLM router for Claude Code: routes tasks to providers like OpenAI, Gemini, Groq and Ollama by complexity, subscription usage and cost.

★ 120

medical-mcp

Query medical information, drug databases, drug interactions and clinical guidelines.

Data & backend

★ 120

sourcerer-mcp

Semantic code search and navigation that reduces token waste.

Documentation, Codebase understanding

★ 120

dexpaprika-mcp

DexPaprika API access: real-time DEX token prices, liquidity pool data and historical OHLCV across many chains.

★ 118

MayaMCP

Connect AI assistants to Autodesk Maya.

★ 118

openai-gpt-image-mcp

Image generation and editing with OpenAI's GPT image models.

Content creation

★ 118

rustchain-mcp

RustChain blockchain, BoTTube video platform and Beacon agent messaging: wallet management, mining queries, bounties, video search and upload, and messaging.

Documentation, Content creation

★ 118

wtfm

Writes illustrated end-user help articles from a codebase: reads the interface code, renders screenshots of each screen in a local headless Chromium, and saves

Codebase understanding, Content creation

★ 117

deep-research-mcp

Deep research via the OpenAI Responses API or Open Deep Research (smolagents), with web search and code interpreter support.

Documentation

★ 116

vectorize-mcp-server

Retrieval, private deep research, file-to-Markdown extraction and text chunking via Vectorize.

Documentation

★ 115

lldb-mcp

LLDB integration for binary and core file analysis, debugging and disassembly.

Testing & debugging

★ 114

mail-mcp

Multi-account email over IMAP, SMTP, Exchange Web Services and Microsoft Graph: read, search, send, reply, forward, bulk operations and attachment downloads.

Documentation, Business work

★ 114

agent-search-mcp

Search across DuckDuckGo, Sogou, Bing, Baidu, Wikipedia, Startpage, Yandex and Mojeek with waterfall search, multi-source verification and news search.

Documentation

★ 113

mcp-miro

Access Miro whiteboards and bulk create and read items.

★ 113

CodeMCP

Code intelligence via SCIP indexing for Go, TypeScript, Python, Rust and Java: semantic search, impact analysis, call graphs and ownership detection.

Documentation, Codebase understanding

★ 112

knowl

Persistent local memory for coding agents that retires replaced facts at write time, so agents read the current answer; facts are typed with provenance.

Codebase understanding, Content creation

★ 112

langfuse-mcp

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

Testing & debugging, Data & backend

★ 112

mem0-mcp-selfhosted

Self-hosted mem0 for Claude Code: Qdrant vector search, Neo4j knowledge graph, Ollama embeddings and session hooks for automatic cross-session memory.

Documentation, Codebase understanding

★ 112

mnemiq

Natural-language questions over Postgres, Oracle, Snowflake, Databricks, DuckDB and SQLite; generated SQL is validated deterministically before running.

Data & backend

★ 112

Reaper-MCP

Music production in REAPER: transport, tracks, MIDI editing, mixing and FX, tempo maps, markers and regions, and ReaScript execution.

Content creation

★ 112

chronulus-mcp

Forecasting and prediction with Chronulus AI agents.

★ 111

mcp-screenshot-website-fast

Capture website screenshots, tiling full pages into 1072x1072 chunks for Claude Vision, with configurable viewports and wait strategies for dynamic content.

Content creation

★ 111

docsmint

Cloud or self-hosted knowledge workspace with hybrid document search, GraphRAG, and scoped MCP tools for reading and updating documents.

Documentation

★ 110

keep-mcp

Read, create, update and delete Google Keep notes.

★ 110

mcp-shell

Run shell commands securely, auditably and on demand in isolated environments such as Docker.

Deployment & ops, Review & security

★ 110

cve-search_mcp

Query the CVE-Search API: browse vendors and products, get CVEs by ID and list the latest updated CVEs.

Data & backend, Documentation

★ 109

mcp-video-analyzer

Video analysis: extract transcripts, key frames, OCR text and annotated timelines from Loom links and direct MP4 or WebM files.

Documentation, Content creation

★ 109

doc-scraper

Crawl documentation sites into local Markdown or JSONL corpora and serve them with offline BM25 search, page reads, freshness checks and crawl diffs.

Documentation

★ 108

stalemap

Tells coding agents which npm dependencies changed after their training cutoff, and what changed: ranked notes in AGENTS.md/CLAUDE.md, a post-edit guard that

Documentation

★ 108

all-in-one-model-context-protocol

Developer toolkit: Confluence, Jira, GitLab, YouTube channel management, email, calendar, script execution, knowledge-base RAG and URL fetching.

Documentation, Codebase understanding

★ 107

mcp-victorialogs

Integration with VictoriaLogs APIs and documentation for working with logs and debugging VictoriaLogs instances.

Testing & debugging, Documentation

★ 107

predictive-maintenance-mcp

Industrial predictive maintenance: vibration analysis, bearing fault diagnosis (ISO 20816-3) and diagnostic reports.

Codebase understanding

★ 107

think-mcp

Improve agent reasoning with the think tool described by Anthropic.

★ 107

hyperiux-components

Browse and search Hyperiux Vault React/Next.js animation and interaction effects, with dependencies, changelogs, install commands and source code.

Frontend, Documentation

★ 106

dicom-mcp

DICOM integration to query, read and move medical images and reports from PACS and other DICOM-compliant systems.

Data & backend, Codebase understanding

★ 105

hitkeep

Privacy-focused web analytics with read-only reporting on traffic, events, goals, funnels, ecommerce, Search Console and AI visibility.

Data & backend, Documentation

★ 105

mcp-gopls

Go code analysis via gopls, the Go language server.

★ 105

opgg-mcp

Real-time gaming data for League of Legends, TFT and Valorant: champion analytics, esports schedules, meta compositions and character statistics.

Data & backend

★ 105

alpha-vantage-mcp

Fetch stock and crypto data from the Alpha Vantage API.

Documentation

★ 104

mcp-gsheets

Google Sheets API integration for reading, writing, formatting and sheet management.

Content creation

★ 104

fhir-mcp-server

Connect to FHIR servers, for example to query patient history in natural language.

Data & backend

★ 102

openrouter-mcp-multimodal

Multimodal access to OpenRouter models: text chat, image, audio and video analysis, and image, audio and video generation (Veo, Sora, Seedance, Wan).

Content creation

★ 102

reaper-mcp

Control the REAPER DAW for mixing, mastering, MIDI composition and music production.

Content creation

★ 102

loci

Queryable second brain over your scattered notes, docs, PDFs and chat exports: hybrid retrieval (vector + BM25 fused with RRF), section-level citations with an

Data & backend, Documentation

★ 101

ncp

Orchestrates all your MCP servers through tool discovery, reducing token overhead.

Planning & architecture

★ 101

lara-mcp

Translate text with the Lara Translate API, including language detection and context-aware translations.

★ 100

mcp-open-library

Search for book information via the Open Library API.

Documentation

★ 100

mcp-vegalite-server

Generate visualizations from fetched data using the Vega-Lite format and renderer.

Documentation

★ 100

secondhand-mcp

Search Facebook Marketplace, eBay, Depop and Poshmark for secondhand items, filtering by price, condition, size and color, with full listing details.

Documentation

★ 99

thingsboard-mcp

Natural language interface to your ThingsBoard IoT platform.

★ 99

mcp_server_ros_2

ROS 2 integration for AI-driven robotics applications and services.

★ 98

claudex

Persistent memory and full-text search over Claude Code conversation history indexed into SQLite, with session summaries and a web UI for exploration.

Data & backend, Frontend

★ 97

omniseek

Self-hosted perception server: local bilingual ASR, vision, cross-lingual search, credentialed login-walled sources and a persistent relation graph.

Documentation

★ 97

django-orm-lens

Static analysis of Django ORM schemas without a database: models, relationships, migration dependencies, missing indexes, ER diagrams and signal graphs.

Data & backend, Codebase understanding

★ 96

geoserver-mcp

Interact with geospatial data and services through the GeoServer REST API.

★ 96

Something missing or broken? Submit a skill or MCP server or tell us.

Setup instructions and compatibility are compiled from publisher docs and community reports, not hands-on testing, unless a step is marked Tested. Check the source before relying on a setup.