MCP Servers

OpenHands MCP Server

jufjuf

My custom MCP servers for OpenHands

agent-hive-mcp

kelvinyuefanli

The hive mind for AI agents — a shared knowledge graph where AI agents contribute, verify, and consume technical knowledge

Databox MCP

databox

The Databox MCP server empowers your AI tools to talk to your data, enabling agentic analytics, automated data ingestion, and real-time conversational analytics. It transforms Databox into an intelligent backend for your LLMs, allowing tools like ChatGPT, Claude and Cursor to que

Weather MCP Server

jalateras

An example weather mcp server in python

Cycles MCP Server

runcycles

AI agents call LLMs, invoke tools, and hit APIs — but have no built-in way to cap spend. A single agent loop can burn hundreds of dollars before anyone notices. Cycles MCP Server gives any MCP-compatible agent a runtime budget authority: tools to check, reserve, spend, and releas

Swotpal — Swot Analysis

aprilelevengo

MCP Server for SWOTPal — SWOT analysis tools for AI agents (Claude, Cursor, Windsurf)

UniProt REST API over MCP: search UniProtKB, fetch entries and FASTA, map identifiers between databases, resolve taxonomy, and search UniRef clusters and proteomes.

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Salesforce Data Cloud (beta): https://www.cdata.com/download/download.aspx?sku=LRZK-V&type=beta

MCP SVG to Font

omy13

🎨 MCP Server that converts SVG icons into web fonts with CSS and TypeScript support. Generate icon fonts from directories of SVG files.

Tidewave MCP provides runtime-level tools to develop Ruby on Rails apps. Your agent will be able to talk to your running application: execute code in your running app (like a rails console), read logs, read version-accurate docs of your deps, query the database, and get the sourc

Morphogenetic Innovation MCP Server

apifyforge

**Morphogenetic Innovation MCP Server** applies mathematical biology to technology landscape analysis, giving AI agents a structured way to reason about how innovations evolve, compete, and disrupt.

Needle MCP Server

JANHMS

Integration of Needle in modelcontextprotocol

test-repository

AdityaAnandCodes

A test repository created using GitHub MCP server

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Adobe Commerce (beta): https://www.cdata.com/download/download.aspx?sku=BZZK-V&type=beta

## Query Modes

Puppeteer

jatidevelopments

Advanced Puppeteer automation server with enhanced functionality (MCP Server)

AI-native office suite MCP server. Create, read, update docs, spreadsheets, and slides. 23 tools, real-time collaboration, multi-model AI.

Model Context Protocol (MCP)

aimiox

Model Context Protocol (MCP) servers and clients

Deploy any app to any cloud. 20 MCP tools for deployments, previews, and instance management. Supports AWS, GCP, Azure, and more via Nometria.

Previewship Mcp

blockdancez

PreviewShip MCP lets Claude Code, Cursor, Windsurf, Codex-compatible workflows, and other MCP clients publish browser-ready frontend artifacts without opening a hosting dashboard. It can deploy a built dist/build/out/public folder, a single HTML file, Markdown, or an AI-generated

FeedOracle v4.2 — Compliance Evidence Infrastructure for MiCA, DORA & AMLR

feedoracle

Compliance evidence infrastructure for regulated tokenized markets. 27 MCP tools with ES256K-signed responses covering MiCA preflight (PASS/WARN/BLOCK), peg monitoring, reserve quality, custody risk, evidence grading (A-F across 61 RWA protocols + 105+ stablecoins), KYA agent ide

MCP Autoshell - Autonomous Shell Execution Server

tensiondriven

Simple MCP server for AI collaboration protocol context injection

Assert

Pixel-Funnel

Run real Playwright E2E tests from your AI coding agent — no Playwright knowledge required. Describe what to test in plain English, Assert writes and executes the test against your live app, and reports back step-by-step results.

Model Context Protocol and Fireproof Demo: JSON Document Collection Server

MCP-Mirror

Mirror of

abm.dev

abm-dev-git

The account-based marketing API for AI agents. One key, one schema: find the right accounts and people, enrich them into cited multi-source fields, and write records and outreach straight to your CRM. Every value carries its source and a confidence score.

Mcp Turborepo

AnasSiddiqui18

A simple MCP client/server setup.

33 utility APIs for AI agents — image generation, web scraping, crypto analysis, code review, OCR, TTS & more. Remote MCP server with Streamable HTTP. Pay-per-request via x402 micropayments. One wallet, zero API keys.

Universal search index for AI agents. Search 11,000+ software tools, packages, and services across npm, PyPI, crates.io, GitHub, Wikidata, and SaaS. 6 MCP tools: discover, details, compare, categories, alternatives, feedback. Zero LLM calls, millisecond responses.

Mysql-Mcp-Server

Jasondeepny

mysql-mcp-server. java version

FeedOracle Stablecoin Risk MCP — 7-Signal Scoring for 105+ Tokens

feedoracle

Operational risk intelligence for stablecoins. 13 MCP tools with 7-signal scoring model: peg stability, liquidity depth, holder concentration, custody risk, redemption friction, mint/burn flows, cross-chain exposure. Returns SAFE/CAUTION/AVOID verdicts for 105+ tokens including U

Bootstrap python service

styada

Trying to use mcp servers for setting up local rag

mcp-runner

cookiecad

A TypeScript SDK for running MCP (Model Context Protocol) servers with process reuse capabilities

Insight MCP Server

KeplerOps

MCP Server for Development Utilities

Clicks Protocol

clicks-protocol

Autonomous DeFi yield for AI agents on Base. Auto-splits USDC 80/20: 80% liquid, 20% earning via Morpho (~13% APY) or Aave V3. No lockup. 9 MCP tools, SDK, HTTP API.

Portfolio Analyzer

Aakash356A

Analyze your porfolio

Mcp Kubernetes Server

ductnn

A lightweight MCP server that provides natural language processing and API access to Kubernetes clusters, combining both kubectl commands and Kubernetes Python client.

# Database MCP Service

bilibili_mcp_server_full

Jasonw372

便于安装的Bilibili MCP服务器

Open Alex MCP

drAbreu

Professional MCP server for OpenAlex academic research - ML-powered author disambiguation, institution resolution, and comprehensive researcher profiles with ORCID integration

Astroway Mcp

astroway

Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation API as tools — natal charts, synastry, transits, Vedic dashas (Vimshottari, Yogini, Ashtottari, Kalachakra), 16 Vargas, Tarot (Rider-Waite-Smith / Marseille / Lenormand), Numerology (5 systems), Human

ChronoVerify

beeswaxpat

ChronoVerify checks when a photo was taken and whether it shows signs of editing. It validates C2PA Content Credentials against the official trust lists, reads EXIF and XMP, runs pixel forensics, and returns one typed verdict with a confidence score. Works on any image, signed or