MCP Servers 2,806

Invoice Generator Ai

io.github.CSOAI-ORG/invoice-generator-ai-mcp

A✓Verified

Invoice Generator Ai MCP Server by MEOK AI Labs

Pyspark

io.github.AnnasMazhar/pyspark-mcp

A✓Verified

SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.

QuReDec

io.github.Advanced-Binary-Operations/quredec

B✓Verified

Evidence-backed decision briefs with citations — recommendation, confidence, risks, sources.

air-Q

io.github.CorantGmbH/mcp-airq

B✓Verified

MCP server for direct HTTP communication with air-Q air quality sensor devices

UML Forge

io.github.dave1362/umlforge

A✓Verified

Architecture intelligence, security analysis, and living docs.

MySQL MCP Server

io.github.musaddiq-dev/mysql-mcp-server

B✓Verified

Python MCP server for MySQL database inspection and querying

Durable AI memory: recall distilled facts in a later session or subagent, and remember new ones.

Woody

io.github.Gunsmith-Academy/woody-mcp

B✓Verified

Woody, the AI firearms expert.

Acord Bridge

io.github.CSOAI-ORG/acord-bridge-mcp

B✓Verified

Bridge ACORD insurance messages to ONE OS — parse, validate, map, govern (Solvency II / GDPR /

Cics Bridge

io.github.CSOAI-ORG/cics-bridge-mcp

B✓Verified

Bridge IBM CICS mainframe transactions to ONE OS — parse, map, govern (SOX / PCI-DSS / DORA).

FloweringAgents

io.github.olivilo/floweringagents-mcp

B✓Verified

Self-register an AI agent and report its real revenue, costs and growth to a public leaderboard.

breedsim-mcp

io.github.musharna/breedsim-mcp

A✓Verified

Breeding-scheme simulation via AlphaSimR.

Walmart Marketplace APIs

io.github.alyiox/mcp-walmart-marketplace

A✓Verified

MCP server for Walmart Marketplace APIs (US, 3P seller)

Proton Workflow Connector

io.github.NtrpyDev/proton-workflow-connector

B✓Verified

Unofficial self-hosted MCP connector for Proton Mail Bridge and SimpleLogin.

Startup Finance Metrics

io.github.MayankTalwar0/startup-finance-metrics

B✓Verified

An MCP server for analyzing startup financial health and generating metrics reports locally.

Mockpost

io.github.reiarseni/mockpost

B✓Verified

Local multi-channel message emulator for E2E testing, with MCP tools for LLM agents.

HelioSPICE

io.github.huangzesen/heliospice

B✓Verified

Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics

EdgarParser MCP

io.github.henrysouchien/edgar-mcp

B✓Verified

MCP stdio server for source-backed SEC EDGAR financial data from the hosted EdgarParser API.

Smartrent

io.github.Evin009/smartrent-mcp

B✓Verified

Control SmartRent smart home devices (locks, thermostat, switches, sensors) via Claude

Knowledge-graph memory for your team's documents.

Pymupdf

io.github.penny4nonsense/mcp-pymupdf

B✓Verified

MCP server for reading PDFs using PyMuPDF.

Agentic Compute

io.github.codelad1304/agentic-compute

A✓Verified

Secure Python sandbox for data optimization and Matplotlib rendering via x402 microtransactions.

Server Spira

io.github.Inflectra/mcp-server-spira

B✓Verified

A Model Context Protocol (MCP) server enabling AI assistants to interact with Spira by Inflectra.

Memory Search

io.github.CSOAI-ORG/memory-search-mcp

A✓Verified

Memory Search MCP Server by MEOK AI Labs