MCP Server Directory

3776 Model Context Protocol servers — searchable, rated, ready to install.

Layerz io.github.layerzlabs/layerz

Financial models Claude builds and edits: items, formulas, dependencies, branches. Exports to Excel.

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

Run UX research from Claude — create card sort studies, list studies, pull headline stats.

remote search git Official Registry
openroad-mcp io.github.luarss/openroad-mcp

The OpenROAD MCP server - interactive EDA sessions via Model Context Protocol

↓ 24/wk local git ai-llm Official Registry
tetrad io.github.SamoraDC/tetrad

Quadruple consensus MCP server for code validation using Codex, Gemini, and Qwen

local git ai-llm Official Registry
NOAA OFS MCP Server io.github.mansurjisan/ofs-mcp

NOAA OFS regional ocean model forecasts — water level, temperature, salinity

↓ 40/wk local git ai-llm Official Registry
Medical RAG MCP - Semantic search and retrieval of high-quality clinical medical data io.github.maxi-moss/medical-rag-mcp-test

Medical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.

remote search git Official Registry
bridgistic io.github.Shubochandrosarker/bridgistic

Connect Claude to WordPress safely: signed requests, scoped keys, approvals, logs, snapshots.

local git ai-llm Official Registry
Tabela FIPE io.github.mcp-dir/fipe-mcp

Reference vehicle prices in Brazil (FIPE table), cars, motorcycles and trucks. Browse by brand/model

remote git ai-llm Official Registry
llm-observability-orchestration io.github.mikerawsonnz/llm-observability-orchestration

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith

remote git ai-llm Official Registry
Microsoft Teams io.github.SurgeEnterpriseAI/teams-mcp-server

Connect Claude to Microsoft Teams — read/send messages, list channels, search chats.

↓ 43/wk local search git Official Registry
vetted-consumer io.github.TheBaronofAI/vetted-consumer

Will a local LLM run on your hardware? GGUF quant, buy-vs-rent-vs-API cost, used-GPU prices.

remote git ai-llm Official Registry
TokenOracle com.guffeyholdings/token-oracle

Hosted MCP server for LLM cost estimation, model comparison, and budget-aware routing.

↓ 34/wk remote local ai-llm Official Registry
MediaEngine io.github.Tr1ckyMag1ca1/mediaengine

AI image, video, and audio generation for MCP — one API key, every model, wiring never changes.

local git ai-llm Official Registry
IBM Granite via x402 io.github.nirholas/ibm-x402-mcp

x402 pay-per-use IBM Granite AI: chat, code, embeddings, analysis, forecasting. Pay USDC per call.

↓ 50/wk local git ai-llm Official Registry
mycase-mcp io.github.oktopeak/mycase-mcp

Connect Claude to MyCase: cases, contacts, documents, tasks, calendar, calls, time, billing, staff.

local git ai-llm Official Registry
ProfitSpot MCP — The DeFi Brain for AI Agents io.github.omniologynow-rgb/profitspot-mcp

Claude-ready DeFi MCP — risk-scored yields, profit sims & whale tracking across 86 blockchains

↓ 20/wk remote local git ai-llm Official Registry
NIRA Screen Vision MCP io.github.pachote/nira-screen-vision

Real-time screen capture + AI vision for Claude — see, analyze, and OCR your screen

↓ 14/wk local git ai-llm Official Registry
observe-instrument-mcp io.github.alanzha2/observe-instrument-mcp

Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK.

↓ 20/wk local git ai-llm Official Registry
Garmin — MissingMCP com.missingmcp/garmin

Garmin data in Claude: 135 tools — activities, sleep, HRV, training, workouts. Free, open source.

remote ai-llm Official Registry
claude-army io.github.robbhimself-1337/claude-army

Orchestrate multiple Claude Code agents in parallel from chat

local git ai-llm Official Registry
JarvisClaw — AI Gateway & API Marketplace io.github.api-jarvisclaw/jarvisclaw

320 AI models + 2,720 pay-per-call APIs. x402 USDC on Base or Solana, no API key.

remote local git ai-llm Official Registry
swotpal-mcp-server io.github.aprilelevengo/swotpal-mcp-server

MCP Server for SWOTPal — SWOT analysis tools for AI agents (Claude, Cursor, Windsurf)

local git ai-llm Official Registry
mcp-audit io.github.archonics/mcp-audit

Free context-engineering audits for AI agents. BYOK Anthropic key. Top-3 findings per scan.

local git ai-llm Official Registry
mcp-server io.github.arkheiaai/mcp-server

Detect fabrication and hallucination in any LLM output. 30+ models supported.

local git ai-llm Official Registry
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