MCP Servers 19,193

Prism Coder

io.github.dcostenco/prism-coder

A✓Verified

Session memory for coding agents: local-first recall, drift detection, on-device inference.

Gtm

io.github.sprawz/gtm-mcp-server

B◆ advisory

An MCP server for Google Tag Manager.

Interviewer

io.github.microsoft/mcp-interviewer

C◆ advisory

Catch MCP server issues before your agents do.

Calculator

io.github.githejie/mcp-server-calculator

C◆ advisory

A Model Context Protocol server for calculating.

AletheoreNew

io.github.aletheore/aletheore

B◆ advisory

Evidence-grounded repository audit CLI - deterministic scanner, MCP server, live dashboard, and a GitHub Action that posts PR diffs.

ContextKeep

io.github.mordang7/contextkeep

C◆ advisory

Infinite Long-Term Memory for AI Agents (MCP Server)

Akb

io.github.dnotitia/akb

B✓Verified

Git-backed org memory for AI agents — hybrid search, tables, files & a URI graph over MCP.

Outline MCP Server

io.github.Vortiago/mcp-outline

B✓Verified

Connect AI assistants to Outline for document search, reading, and management

Fiori Server

io.github.SAP/fiori-mcp-server

A✓Verified

SAP Fiori - Model Context Protocol (MCP) server

Coplay Unity Plugin

io.github.coplaydev/coplay-unity-plugin

C◆ advisory

Unity plugin for Coplay

Game AssetNew

io.github.sato942/game-asset-mcp

C◆ advisory

An MCP server for creating 2D/3D game assets from text using Hugging Face AI models.

SearxNcrawl

io.github.dasdigitalemomentum/searxncrawl

C◆ advisory

MCP Server and CLI Tools for searxing and fetching websites

Backtrader

io.github.cloudquant/backtrader

B◆ advisory

High-performance Python backtesting & live-trading framework: 45%+ faster than upstream, 50+ indicators, tick-to-daily strategies, plus an AI-native workflow…

Audit

io.github.apisec-inc/mcp-audit

B◆ advisory

See what your AI agents can access.

China Travel KitNew

io.github.tczyliu/china-travel-kit

B◆ advisory

Source-aware China inbound travel data, CLI, HTTP API, and MCP server

Render

io.github.render-oss/render-mcp-server

C◆ advisory

The Official Render MCP Server

Rails AI Context

io.github.crisnahine/rails-ai-context

A✓Verified

45 MCP tools give AI agents live Rails schema, routes, models, and conventions.

Www Project Agent Memory Guard

io.github.owasp/www-project-agent-memory-guard

C◆ advisory

OWASP Foundation web repository

MacOS

io.github.cursortouch/macos-mcp

B◆ advisory

Lightweight MCP server for computer use in MacOS

ContextLattice

io.github.sheawinkler/contextlattice

A✓Verified

Private-by-default, local-first memory/context/task orchestrator for MCP apps and agents.

Embedded Debugger

io.github.adancurusul/embedded-debugger-mcp

C◆ advisory

MCP server + CLI + Codex/Claude skill for embedded debugging via probe-rs or OpenOCD — ARM Cortex-M, RISC-V, and Xtensa (ESP32), with AI crash diagnosis

Spring Ai

io.github.eazybytes/spring-ai

C◆ advisory

From Java Dev to AI Engineer: Spring AI Fast Track

Glance

io.github.debugbase/glance

C◆ advisory

AI-powered browser automation MCP server for Claude Code.

Pi ConfigNew

io.github.realchendahuang/pi-config

C◆ advisory

My Pi coding agent setup: 17 plugins + 18 global skills + 2 MCP servers, with a one-line installer and tutorial README.