MCP Server Directory

3181 Model Context Protocol servers — searchable, rated, ready to install.

mcp-memory-graph io.github.YonasValentin/mcp-memory-graph

Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.

local search git Official Registry
Pombase io.github.pipeworx-io/pombase

PomBase MCP — the fission yeast (Schizosaccharomyces pombe) model-organism database.

remote database git Official Registry
mcp-token-optimizer io.github.rccola990-cloud/mcp-token-optimizer

Cut LLM token costs: count tokens, estimate cost, slim prompts, and pick the cheapest capable model.

↓ 22/wk local git ai-llm Official Registry
EarScribe MCP io.github.rocnubie/earscribe-mcp

EarScribe is a browser-based transcription tool that converts audio to text on-device using OpenAI

browser git Official Registry
Joules — AI Cycling Coach cc.joules/coach

Turn Claude or ChatGPT into a cycling coach that plans your week, grades it, and adapts. Free beta.

remote ai-llm communication Official Registry
mcp-image io.github.shinpr/mcp-image

AI image generation and editing with prompt optimization and quality presets

local git ai-llm Official Registry
aeonos io.github.Clawdio777/aeonos

AI search visibility MCP. Get cited by ChatGPT, Perplexity, Claude, and Google AI Overviews.

↓ 60/wk local search git Official Registry
Model Ledger io.github.block/model-ledger

Model inventory and governance: trace deployed models and their dependencies as an append-only log

↓ 100/wk local git cloud Official Registry
ai-brand-visibility-tracker io.github.Cookient16/ai-brand-visibility-tracker

Check if ChatGPT, Perplexity & Gemini mention or cite a brand. Share of voice + GEO/AEO tracking.

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

briefroom stdio MCP server — expose the briefroom CLI to Claude Code, Codex, and other agents.

↓ 65/wk local git ai-llm Official Registry
Devloop io.github.vincentvella/devloop

Browser + dev-server logs on one correlated timeline, for Claude Code and AI agents.

local browser git Official Registry
reviewmetric io.github.vktr93/reviewmetric

An MCP server connecting Claude to the Review Metric 15-agent scientific peer review pipeline.

↓ 28/wk local git ai-llm Official Registry
Tokenscope io.github.wartzar-bee/tokenscope

Analyze Claude Code session cost & context attribution: output, cached re-reads, cache writes.

local git ai-llm Official Registry
connectry-architect-mcp io.github.weareconnectry/connectry-architect-mcp

Free certification prep for the Claude Certified Architect exam by Connectry LABS

↓ 45/wk local git ai-llm Official Registry
pseudonym-mcp io.github.woladi/pseudonym-mcp

Locally pseudonymizes sensitive text before cloud LLM work and restores the tokens afterward.

↓ 28/wk local git ai-llm Official Registry
jira-mcp io.github.xcollantes/jira-mcp

Feature-rich MCP for controlling Jira through LLM clients. Safe for corporate environments.

↓ 25/wk local git ai-llm Official Registry
korea-stock-insight-mcp io.github.yjhann33-design/korea-stock-insight-mcp

Korean stock market MCP — DART disclosures + KRX prices, English-first for global LLM analysts.

↓ 33/wk local git ai-llm Official Registry
Live Audio Intelligence io.github.ykshah1309/live-audio-intelligence-mcp

Live webcast transcription + vocal stress analysis (F0 jitter, hesitation) for earnings calls.

↓ 78/wk local git ai-llm Official Registry
htmlpub-mcp io.github.yvonne-chow/htmlpub-mcp

Publish AI-generated HTML to a live page on your own domain — from Claude, ChatGPT, or Cursor.

remote git ai-llm Official Registry
llmmcp io.github.zero-abd/llmmcp

MCP server for real-time LLM API documentation — stop hallucinations

git ai-llm Official Registry
Revit MCP io.scanbimlabs/revit-mcp

Revit model integration via APS — elements, parameters, schedules, clashes, IFC export.

remote ai-llm security Official Registry
mcp io.scispot/mcp

Turn any LLM into your lab assistant: search samples, track experiments, analyze data with AI.

remote search ai-llm Official Registry
ghurt org.ghurt/ghurt

Query Garmin, Oura & Whoop sleep, HRV, recovery & training load from Claude or ChatGPT.

remote ai-llm communication Official Registry
Carvox — Carros Usados em Portugal pt.carvox/cars

Used car catalogue in Portugal. Search by make, model, price, mileage, fuel and district.

remote search ai-llm Official Registry
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