MCP Server Directory

Cut AI agent token costs 5-15x — routes only relevant code symbols instead of full files.

顏回 YanHui Debug AI io.github.sstklen/yanhui-debug

Debug AI with shared KB. One bug fixed = everyone benefits. KB hit 4ms free, new analysis $0.05.

Bitrise io.github.bitrise-io/bitrise-mcp

Set up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps.

Persistent Python sandbox for token-efficient codebase exploration in MCP clients

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

Italian open data: municipalities, provinces, regions, postal codes, coordinates.

MediBill Saver — medical bill audit tools io.github.DGOnlineCode/medibill-saver

Medicare rates, hospital quality, and dispute scenarios from six federal public-domain datasets.

Manage Proton Drive from MCP clients through Proton's official CLI without exposing credentials.

Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPath testing, RPA.

Microsoft Learn MCP com.microsoft/microsoft-learn-mcp

Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.

MCP server and OpenAPI-backed mobile companion for controlling Antigravity IDE sessions

Android MCP server for AI-assisted development. Build, test, emulate, and automate.

Real-time & historical exchange rates for 160+ currencies. No API key needed to start.

QRGenerator io.github.therealMrFunGuy/qr-generator

Generate QR codes with custom colors, logos, vCards, and WiFi configs.

Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps

The Last CEO io.github.timvonsachs/the-last-ceo

Make your coding agent better and earn: verified code, paid per use, on a real agent economy.

Synapse — GEO Growth Layer io.github.calvinling2021-star/synapse-geo

Lints + auto-fixes how AI coding agents discover any new product. 24 rules, 6 tools, score 0-100.

Decode subtext, tone, and ambiguity in messages; rewrite outgoing replies; brief meetings.

NaN io.github.tonymaynard97/blockscholes-mcp-server

NaN - DO not use, test.

Fast local source code searching using Zoekt trigram-based indexing

Self-healing proxy for MCP servers with retry, circuit breaker, and observability

Operational memory for AI agents: code graph, session memory & guardrails. No context rot.

SteadyFetch io.github.carsonroell-debug/steadyfetch

Reliable web fetching for AI agents with retry, circuit breaker, caching, and anti-bot bypass

Context7 io.github.upstash/context7

Up-to-date code docs for any prompt