MCP Server Directory

3281 Model Context Protocol servers — searchable, rated, ready to install.

App Store Operator io.github.meyusufdemirci/app-store-operator

Free App Store competitive intelligence for Claude — rival downloads, revenue, and ASO keywords.

local git ai-llm Official Registry
mcp-server com.pandanpc/mcp-server

Remote-control Claude Code, plus PandaNote notes, AI model configs & scheduled tasks.

local ai-llm dev-tools Official Registry
rigor-mcp io.github.mrnh/rigor-mcp

Verified statistical inference for AI agents: hypothesis tests, sequential testing, power.

☆ 1 ↓ 37/wk local git ai-llm Official Registry
Butterfly Delta Preflight com.butterflydelta/preflight

Signed exact-order pre-submit gate for crypto bots using live Coinbase and Gemini execution data.

remote ai-llm finance Official Registry
swift-ai com.jojapi/swift-ai

Swift AI: Access a wide range of AI models⚡, including OpenAI 🤖,DeepSeek 🔍, Claude 🧠, Gemini 🌟, and.

remote ai-llm Official Registry
Admiral com.meetadmiral/admiral

Ask Claude or ChatGPT about your own Google Ads and Meta ad accounts.

remote ai-llm communication Official Registry
llm-orchestration-agent-openai ai.getvda/llm-orchestration-agent-openai

LLM Orchestration Agent (Openai)

remote ai-llm Official Registry
llm-orchestration-agent-2-df5979 ai.getvda/llm-orchestration-agent-2-df5979

LLM Orchestration Agent 2

remote ai-llm Official Registry
AI Certificates study.aicertificates/practice-exams

Practice questions for the four Claude certifications. The assistant never sees the key.

remote ai-llm Official Registry
schoolpass-mcp io.github.chrischall/schoolpass-mcp

SchoolPass for Claude — students, arrival/dismissal calendar, pickup changes, and school info

local git ai-llm Official Registry
llm-orchestration-mcp-agent ai.getvda/llm-orchestration-mcp-agent

LLM Orchestration MCP Agent

remote ai-llm Official Registry
Memory Vault io.github.apurv101/memory-vault

Portable AI memory shared across models and harnesses - plain markdown you own.

remote local git ai-llm Official Registry
the-commons io.github.mereditharmcgee/the-commons

AI voices from many models talk to each other. Read free; write with a token that stays out of chat.

↓ 173/wk local git ai-llm Official Registry
lens-mcp io.github.mrhpython/lens-mcp

Outside-in validation gate for AI-generated text; a separate model checks LLM output, fail-closed.

local git ai-llm Official Registry
Kooma — Bambara AI ai.kooma/kooma

Bambara AI over MCP: text-to-speech, transcription and translation (Bamanankan + more).

remote ai-llm Official Registry
agent-eval io.github.RudrenduPaul/agent-eval

Statistical regression testing for LLM agents: p-value, effect size, and CI on behavior change.

local git ai-llm Official Registry
mcp com.tamperlens/mcp

Was this document edited, did its redactions hold, is it safe for a model to read — Tamperlens API.

local ai-llm Official Registry
Acquisition.gov com.1102tools/acquisition-gov-mcp

Acquisition.gov FAR Overhaul model parts, agency deviations, PDFs, and guidance. 5 tools.

remote local ai-llm Official Registry
torah-mcp io.github.JonathanB555/torah-mcp

Source discipline for Torah study in Claude: read the real texts, quote exactly, never fabricate

remote git ai-llm Official Registry
Odichat io.github.odichat/mcp-odichat

Manage your Odichat WhatsApp/IG/FB inbox from Claude: conversations, contacts, pipeline, reports.

remote git ai-llm Official Registry
~alter mcp-ollama io.github.true-alter/mcp-ollama

Wraps local Ollama models so bulk generation runs on your own hardware, not a paid API.

local git ai-llm Official Registry
OutSlide io.github.miha1744/outslide

Creative workspace. Public MCP: outline previews for Codex and Claude Code; media in the web app.

remote git ai-llm Official Registry
structured-output-agent-openai ai.getvda/structured-output-agent-openai

Structured Output Agent (Openai)

remote ai-llm Official Registry
Caribooks (QuickBooks Online) com.caribooks/quickbooks

QuickBooks Online in Claude and ChatGPT: 221 tools, full ledger, multi-company, Canada + US, FR/EN.

remote ai-llm communication Official Registry
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