20,069 servers
KSail
devantler-tech/ksail
SDK for creating, managing, and operating Kubernetes clusters and workloads with ease.
Pubmed
cyanheads/pubmed-mcp-server
Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms.
Read Website Fast
just-every/mcp-read-website-fast
Fast, token-efficient web content extraction that converts websites to clean Markdown. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching with minimal dependencies.
Servo Fetch
konippi/servo-fetch
Chromium-free web content extraction in a single binary: fetch, render, crawl and screenshot pages with the Servo browser engine.
Zotero
kaliaboi/mcp-zotero
Work with collections and sources in your Zotero Cloud library.
IBGE Brasil
SidneyBissoli/ibge-br-mcp
Brazilian IBGE data: demographics, geography and economics, including localities, SIDRA tables, census data, population projections and geographic meshes.
Forge Orchestrator
nxtg-ai/forge-orchestrator
Forge orchestrator MCP server for Claude Code (alpha). Codex/Gemini runners are not in the alpha.
jztan/pdf-mcp
Agentic RAG over one PDF or a whole folder: hybrid search, selective page reads, tables, OCR.
PoloPan Fashion
rofoso-com/polopan-fashion-mcp
Fashion & apparel MCP: visual outfit search, stock verification, and 1-click checkout.
Web Browser (kogiQA)
atagon-GmbH/kogiqa-mcp
This web browser has been designed to help your agent debug and develop complex web applications.
Logfire
pydantic/logfire-mcp
Access OpenTelemetry traces and metrics through Logfire.
Weaviate
weaviate/mcp-server-weaviate
Use Weaviate collections as a knowledge base and as a chat memory store.
Excalidraw Architect
BV-Venky/excalidraw-architect-mcp
Generate Excalidraw architecture diagrams with auto-layout, technology-aware component styling (databases, queues, caches) and stateful editing.
Opendocswork
Aimino-Tech/opendocswork-mcp
Rust-native MCP server for Office document processing
PoloPan Fashion
rofoso-com/mcp
Fashion & apparel MCP: visual outfit search, stock verification, and 1-click checkout.
Zotero
kujenga/zotero-mcp
Search your Zotero library, retrieve item metadata, and read full text from AI assistants.
Calculator
githejie/mcp-server-calculator
This server enables LLMs to use calculator for precise numerical calculations.
Open UX Tools
SAP/open-ux-tools
SAP Fiori - Model Context Protocol (MCP) server
code-index
Regsorm/code-index-mcp
Rust code index MCP server, native 1C:Enterprise (BSL) support. 37 tools, AST for 14 languages.
OpenFate Bazi
openfate-ai/openfate-mcp
OpenFate Bazi MCP with True Solar Time, Four Pillars, Da Yun, and branch interactions.
CLEO
kryptobaseddev/cleo
Task management for AI coding agents — CQRS 2-gateway pattern, 200 ops across 10 domains
HIG Doctor
raintree-technology/hig-doctor
Apple Human Interface Guidelines search, lookup, and project audits for AI coding agents.
Scrcpy
JuanCF/scrcpy-mcp
MCP server for Android device control via ADB and scrcpy
Wechat Devtools
WaterTian/wechat-devtools-mcp
MCP Server for WeChat DevTools CLI - Automate development & testing with 7 aggregated APIs.
Node Code Sandbox
alfonsograziano/node-code-sandbox-mcp
Run JavaScript snippets in isolated Docker sandboxes with on-the-fly npm dependency installation and clean teardown.
Attio
kesslerio/attio-mcp-server
Connect AI to your Attio CRM. Manage contacts, companies, deals, and sales pipelines. Create tasks…
Outline
Vortiago/mcp-outline
Connect AI assistants to Outline for document search, reading, and management
Scumble
DenRakEiw/scumble
Agents drive a layered AI inpainting editor: select by text, inpaint, mask, layers, PSD/ORA export.
Alibabacloud Tablestore
aliyun/alibabacloud-tablestore-mcp-server
Alibaba Cloud Tablestore: add documents and search them semantically by vectors and scalars, suited to serverless RAG.
Neurolink
juspay/neurolink
Edge-first AI platform unifying many providers and models, with multi-agent orchestration, human-in-the-loop workflows, guardrails and context summarization.
Postman
delano/postman-mcp-server
Interact with the Postman API.
Website Downloader
pskill9/website-downloader
Download entire websites using wget, preserving their structure and converting links to work locally.
Insumer
insumerapi/mcp-server-insumer
Wallet auth: send a wallet and conditions, get a signed boolean across 37 chains.
Scopeblind Gateway
ScopeBlind/scopeblind-gateway
Fail-closed Cedar policy gate + Ed25519 signed receipts for agent tool calls. Denies on any error.
Context Keeper
redleaves/context-keeper
LLM-driven context and memory management: short- and long-term memory with vector, timeline and knowledge graph retrieval plus reranking.
Esp
horw/esp-mcp
Fix build issues for ESP32-series chips with ESP-IDF.
OpenDataMCP
OpenDataMCP/OpenDataMCP
Connect any open data source to LLMs.
ContextLattice
sheawinkler/ContextLattice
Private-by-default memory and context layer for agents with staged retrieval across fused data backends and long-horizon context continuity.
FetchSandbox
fetchsandbox/mcp
A deterministic verification engine for agents. Proves a fix: fails on the old code, passes on new.
Leetcode
jinzcdev/leetcode-mcp-server
Access LeetCode problems, solutions, submissions and public data, with optional login for user features such as notes; supports the global and China sites.
Browserstack
browserstack/mcp-server
BrowserStack's Official MCP Server
Hypertool
toolprint/hypertool-mcp
Dynamically expose tools from proxied servers based on an Agent Persona
PostgreSQL
antonorlov/mcp-postgres-server
Access PostgreSQL databases, including those behind an SSH bastion.
Mnemosyne
28naem-del/mnemosyne
Evidence-tracked local memory MCP server: one SQLite file; corrections retire dependent memories.
Virustotal
w0h1v/mcp-virustotal
MCP server for querying VirusTotal API with comprehensive security analysis tools.
Ffmpeg
video-creator/ffmpeg-mcp
Local video search, trimming, stitching and playback through conversation, using the ffmpeg command line.
K8S
silenceper/mcp-k8s
Manage any Kubernetes resource, including native resources and CRDs, through natural language.
WebReaper
alex-on-ai/WebReaper
Web scraper that returns clean Markdown, distributed as a single binary.