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Browse all Model Context Protocol servers with quality scores, stars, languages and maintenance activity.

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3,242 results (<1ms) · data updated 2026-08-14

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storybookjs/addon-mcp C MCP Server Active

storybookjs/addon-mcp

Help agents automatically write and test stories for your UI components.

★ 265 TypeScript Updated today Score 64 Developer Tools

jinzcdev/leetcode-mcp-server C MCP Server Maintained

jinzcdev/leetcode-mcp-server

MCP server enabling automated access to **LeetCode**'s programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both `leetcode.com` (global) and `leetcode.cn` (China) sites.

★ 139 TypeScript Updated 1mo ago Score 64 Coding Agents

jnMetaCode/shellward C MCP Server Maintained

jnMetaCode/shellward

AI Agent Security Middleware & MCP Server with 8-layer defense including prompt injection detection, DLP data flow tracking, command blocking, and PII detection. 7 MCP tools, zero dependencies.

★ 131 TypeScript Updated 1mo ago Score 64 Security

wso2/fhir-mcp-server C MCP Server Maintained

wso2/fhir-mcp-server

Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create, update, and analyze clinical healthcare data with SMART-on-FHIR authentication support.

★ 130 Python Updated 1mo ago Score 64 Biology, Medicine and Bioinformatics

openfate-ai/bazi-mcp C MCP Server Maintained

openfate-ai/bazi-mcp

Deterministic Bazi / Four Pillars MCP server with True Solar Time, lunar/solar conversion, Da Yun luck cycles, branch interactions, reverse Bazi lookup, and OpenFate calculation metadata. Install: `npx -y @openfate/bazi-mcp`.

★ 128 TypeScript Updated 1mo ago Score 64 Spirituality & Esoterica

chanmeng/google-news-mcp-server C MCP Server Maintained

ChanMeng666/server-google-news

Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/).

★ 126 TypeScript Updated 1mo ago Score 64 Search & Data Extraction

aliyun/alibaba-cloud-ops-mcp-server C MCP Server Official Stale

aliyun/alibaba-cloud-ops-mcp-server

A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.

★ 125 Python Updated 5mo ago Score 64 Cloud Platforms

mikechao/brave-search-mcp C MCP Server Maintained

mikechao/brave-search-mcp

Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API

★ 124 TypeScript Updated 2mo ago Score 64 Search & Data Extraction

tuannvm/mcp-trino C MCP Server Maintained

tuannvm/mcp-trino

A Go implementation of a Model Context Protocol (MCP) server for Trino

★ 118 Go Updated 1mo ago Score 64 Databases

GenWaveLLC/svgmaker-mcp C MCP Server Active

GenWaveLLC/svgmaker-mcp

Provides AI-driven SVG generation and editing via natural language, with real-time updates and secure file handling.

★ 86 TypeScript Updated today Score 64 Art & Culture

ckanthony/gin-mcp C MCP Server Active

ckanthony/gin-mcp

A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools.

★ 84 Go Updated 2d ago Score 64 Developer Tools

vespo92/OPNSenseMCP C MCP Server Active

vespo92/OPNSenseMCP

MCP Server for managing & interacting with Open Source NGFW OPNSense via Natural Language

★ 77 TypeScript Updated 23d ago Score 64 Security

rishijatia/fantasy-pl-mcp C MCP Server Active

rishijatia/fantasy-pl-mcp

An MCP server for real-time Fantasy Premier League data and analysis tools.

★ 74 Python Updated 10d ago Score 64 Gaming

apinetwork/piapi-mcp-server C MCP Server Active

apinetwork/piapi-mcp-server

PiAPI MCP server makes users able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps.

★ 73 TypeScript Updated 3d ago Score 64 Other Tools and Integrations

paramount-engineering/roku-dev-studio C MCP Server Active

paramount-engineering/roku-dev-studio

All-in-one developer tool and MCP Server for Roku development, featuring ECP device control, automated channel sideloading, BrightScript debugging, and real-time log monitoring.

★ 27 TypeScript Updated today Score 64 Developer Tools

markmhendrickson/neotoma C MCP Server Active

markmhendrickson/neotoma

Deterministic state layer for AI agents. Stores versioned entities (contacts, tasks, transactions, decisions) with immutable observations, full provenance, and schema-first extraction. Local-first SQLite, cross-client memory across Claude, Cursor, ChatGPT, and OpenClaw. [Website](https://neotoma.io)

★ 27 HTML Updated 3d ago Score 64 Knowledge & Memory

inspektor-gadget/ig-mcp-server C MCP Server Active

inspektor-gadget/ig-mcp-server

Debug your Container and Kubernetes workloads with an AI interface powered by eBPF.

★ 27 Go Updated today Score 64 Monitoring

dkships/pm-copilot C MCP Server Active

dkships/pm-copilot

Triangulates HelpScout support tickets and ProductLift feature requests to generate prioritized product plans. Scores themes by convergence (same signal in both sources = 2x boost), scrubs PII, and accepts business metrics from other MCP servers via `kpi_context` for composable prioritization.

★ 27 TypeScript Updated 3d ago Score 64 Product Management

Wolido/OpenAaaS C MCP Server Active

Wolido/OpenAaaS

Python MCP adapter connecting Claude/Cursor/Cline to the OpenAaaS scientific agent network. Submit tasks to remote research agents (literature analysis, materials databases, etc.) — data stays local, only KB~MB results flow. Install: `uvx openaaas-mcp-adapter`.

★ 26 Rust Updated yesterday Score 64 Aggregators

ammawla/encode-toolkit C MCP Server Active

ammawla/encode-toolkit

MCP server and Claude Plugin for a full ENCODE Project genomic data and analysis toolkit — search, download, track, and analyze functional genomics experiments.

★ 26 Python Updated 19d ago Score 64 Biology, Medicine and Bioinformatics

PsChina/deepseek-as-subagent C MCP Server Active

PsChina/deepseek-as-subagent

Run DeepSeek as a real sub-agent inside Claude Code / Codex CLI. DeepSeek gets its own 7-tool agent loop (Read/Write/Edit/Bash/Glob/Grep/NotebookEdit) in a sandboxed workspace, not just a single LLM call. Includes token-based command sandbox, pre-flight web-search pattern, and cross-platform installer.

★ 26 Python Updated 28d ago Score 64 Coding Agents

mikusnuz/app-publish-mcp C MCP Server Active

mikusnuz/app-publish-mcp

Unified MCP server for App Store Connect & Google Play Console — 91 tools for iOS/Android app management, TestFlight, builds, submissions, pricing, and sales reports.

★ 26 TypeScript Updated 7d ago Score 64 Developer Tools

IgorGanapolsky/ThumbGate C MCP Server Active

IgorGanapolsky/ThumbGate

MCP server that blocks AI coding agents from repeating mistakes — turns thumbs-up/down feedback into enforced pre-action gates via PreToolUse hooks. Install: `npx thumbgate`.

★ 26 JavaScript Updated today Score 64 Developer Tools

phisanti/MCPR C MCP Server Active

phisanti/MCPR

Model Context Protocol for R: enables AI agents to participate in interactive live R sessions.

★ 26 HTML Updated 21d ago Score 64 Data Science Tools

IgorGanapolsky/mcp-memory-gateway C MCP Server Active

IgorGanapolsky/mcp-memory-gateway

Pre-action gates that prevent AI coding agents from repeating known mistakes. Captures explicit feedback, auto-promotes failures into prevention rules, and enforces them via hooks.

★ 26 JavaScript Updated today Score 64 Knowledge & Memory

localstack/localstack-mcp-server C MCP Server Official Active

localstack/localstack-mcp-server

A MCP server for LocalStack to manage local AWS environments, including lifecycle operations, infra deployments, log analysis, fault injection, and state management.

★ 25 TypeScript Updated today Score 64 Cloud Platforms

overpod/mcp-telegram C MCP Server Active

overpod/mcp-telegram

Telegram MCP server via MTProto/GramJS — 20 tools for reading chats, searching messages, downloading media, managing contacts. QR code login, npx zero-install. Hosted version at mcp-telegram.com.

★ 25 TypeScript Updated 7d ago Score 64 Communication

raccioly/docguard C MCP Server Active

raccioly/docguard

Deterministic documentation-drift detection for AI agents. Validates a project's canonical docs against its actual code — no LLM guessing; every finding has a stable code and a suggested fix. Five read-only tools over stdio: guard, score, explain, verify-claims, diagnose. `npx -y docguard-cli mcp`

★ 25 JavaScript Updated today Score 64 Developer Tools

reflagcom/mcp C MCP Server Official Active

reflagcom/javascript/packages/cli#model-context-protocol

Flag features directly from chat in your IDE with [Reflag](https://reflag.com).

★ 25 TypeScript Updated 2d ago Score 64 Developer Tools

kitao/pyxel-mcp C MCP Server Active

kitao/pyxel-mcp

MCP server for [Pyxel](https://github.com/kitao/pyxel) retro game engine, enabling AI to run, capture screenshots, inspect sprites, and analyze audio of Pyxel games.

★ 25 Python Updated 29d ago Score 64 Gaming

dorukardahan/domain-search-mcp C MCP Server Active

dorukardahan/domain-search-mcp

Fast domain availability aggregator with pricing. Checks Porkbun, Namecheap, GoDaddy, RDAP & WHOIS. Includes bulk search, registrar comparison, AI-powered suggestions, and social media handle checking.

★ 25 TypeScript Updated 4d ago Score 64 Search & Data Extraction

Pradumnasaraf/aviationstack-mcp C MCP Server Active

Pradumnasaraf/aviationstack-mcp

An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types.

★ 25 Python Updated 8d ago Score 64 Travel & Transportation

openMF/mcp-mifosx C MCP Server Active

openMF/mcp-mifosx

A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.

★ 24 Java Updated 3d ago Score 64 Finance & Fintech

Shweta-Mishra-ai/tokenmizer C MCP Server Active

Shweta-Mishra-ai/tokenmizer

Graph-structured session memory for LLMs. Local OpenAI-compatible proxy that extracts tasks, decisions, and files into a typed knowledge graph, auto-checkpoints before context overflow, and resumes any session in ~250 tokens. 6 MCP tools including `why_decision` (traces why a decision changed, with reasons and evidence). `pip install tokenmizer`

★ 24 Python Updated today Score 64 Knowledge & Memory

damientilman/mailchimp-mcp-server C MCP Server Active

damientilman/mailchimp-mcp-server

Mailchimp Marketing API integration with 53 tools for managing campaigns, audiences, reports, automations, landing pages, e-commerce data, and batch operations.

★ 24 Python Updated 9d ago Score 64 Marketing

x51xxx/codex-mcp-tool C MCP Server Active

x51xxx/codex-mcp-tool

MCP server that connects your IDE or AI assistant to Codex CLI for code analysis and editing with support for multiple models (gpt-5-codex, o3, codex-1)

★ 23 TypeScript Updated 15d ago Score 64 Coding Agents

yjcho9317/nworks C MCP Server Active

yjcho9317/nworks

NAVER WORKS CLI + MCP server. 26 tools for messages, calendar, drive, mail, tasks, and boards. AI agents can manage NAVER WORKS directly.

★ 23 TypeScript Updated 8d ago Score 64 Communication

kerbelp/metatron C MCP Server Active

kerbelp/metatron

Self-hosted codebase priors and conventions server. Captures codebase design patterns, conventions, and implementation decisions from git history and developer feedback, serving them to coding agents to ensure local project standards are followed.

★ 23 Python Updated 15d ago Score 64 Developer Tools

arthurpanhku/DragonMCP C MCP Server Active

arthurpanhku/DragonMCP

MCP server for Greater China local life services: Meituan/Ele.me food delivery, Didi/Meituan ride-hailing, WeChat Pay/Alipay, Amap/Baidu Maps, 12306 high-speed rail, Taobao/JD/Xianyu e-commerce, Hong Kong government e-services, and more.

★ 23 TypeScript Updated yesterday Score 64 Delivery

sgx-labs/statelessagent C MCP Server Active

sgx-labs/statelessagent

Memory with provenance tracking — records where agent knowledge originated and detects when sources change. 17 MCP tools for session handoffs, decisions, semantic search, and knowledge graph. Works across Claude Code, Cursor, Windsurf, Codex CLI, and Gemini CLI. Single Go binary, SQLite + vector search, fully local.

★ 23 Go Updated today Score 64 Knowledge & Memory

zb-ss/servonaut C MCP Server Active

zb-ss/servonaut

Manage AWS EC2, Hetzner, OVH and custom SSH servers: run commands, fetch logs, CloudWatch/CloudTrail queries, fleet health snapshots, IP banning, S3 — with readonly/standard/dangerous guard tiers and a JSONL audit trail.

★ 22 Python Updated 2d ago Score 64 Command Line

celiums/celiums-memory C MCP Server Active

terrizoaguimor/celiums-memory

Cognitive memory engine with 5,100+ knowledge modules, circadian rhythm awareness, and emotional state tracking (PAD model). Hybrid search (PostgreSQL + Qdrant vectors + Valkey cache), per-user memory isolation, and multi-protocol support (MCP, REST, OpenAI, LangChain, A2A). `npx @celiums/memory` [Website](https://celiums.io)

★ 22 Rust Updated 4d ago Score 64 Knowledge & Memory

SaravananJaichandar/world-model-mcp C MCP Server Active

SaravananJaichandar/world-model-mcp

Temporal knowledge graph for codebases. Captures decision traces, links test failures to code changes, learns co-edit patterns, predicts regression risk, and enforces learned constraints at the edit boundary via a PreToolUse hook. 22 MCP tools, 9 SQLite databases with FTS5, supports Python/TypeScript/JavaScript/Solidity/Go/Rust/Java. Install via `pip install world-model-mcp`.

★ 22 Python Updated 11d ago Score 64 Knowledge & Memory

crystaldba/postgres-mcp C MCP Server Stale

crystaldba/postgres-mcp

All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks

★ 3.2k Python Updated 6mo ago Score 63 Databases

jae-jae/fetcher-mcp C MCP Server Stale

jae-jae/fetcher-mcp

MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format.

★ 1.1k TypeScript Updated 7mo ago Score 63 Search & Data Extraction