MCP Server Directory

1781 Model Context Protocol servers — searchable, rated, ready to install.

swatgenx io.github.SWATGenX/swatgenx

Automated, calibrated SWAT+ watershed modeling and national hydrologic datasets for the U.S.

remote git ai-llm Official Registry
Claudexor io.github.razzant/claudexor

Route coding work across Claude Code, Codex, Cursor, and OpenCode with shared context.

local git ai-llm Official Registry
MemoryRouter ai.memoryrouter/memoryrouter

Persistent AI memory shared across Claude, ChatGPT, coding agents, and compatible MCP clients.

remote ai-llm communication Official Registry
RMCP dev.rmcp/rmcp

Search remote Model Context Protocol servers and tools discovered by BuiltWith, without an API key.

remote search ai-llm Official Registry
LLM Latency Tracker dev.llmlatency/llm-latency-tracker

Measured latency, time to first token and uptime for ~45 AI inference APIs, by region.

remote ai-llm Official Registry
ManageLM com.managelm/managelm

AI Linux & Windows server management with Claude MCP and fully private agents using local AI

remote ai-llm Official Registry
raportagent-mcp io.github.raportagent/raportagent-mcp

Sourced market and compliance research for Claude Desktop, Claude Code and Cursor.

local search git Official Registry
AgentSEO dev.agentseo.www/agentseo-mcp

Live SEO workflow tools for Claude Code, Codex, and AI agents.

remote local ai-llm dev-tools Official Registry
Fartlek io.github.matisdsp/fartlek

A coach's morning report from your Garmin data, for any LLM via MCP.

local git ai-llm Official Registry
SpatialPack — 3D asset readiness dev.spatialpack/mcp

Test whether 3D assets survive Apple Quick Look and Safari <model>, then fix what fails

local ai-llm dev-tools Official Registry
AI Worlds CLI Knowledge com.claude-world/worlds-knowledge

Source-checked CLI guides and model-aware planning for Claude Code, Codex, and Grok Build.

remote ai-llm dev-tools Official Registry
Email2Chat io.github.bayramcsb/email2chat-mcp

Connect Claude to your Gmail and Outlook inbox. Read, search, and manage emails via AI.

local search git Official Registry
LLMIntel Model Lifecycle ai.llmintel/model-lifecycle

Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to.

remote local ai-llm Official Registry
TechDraw AI io.github.MeltFlexDevs/techdrawai

Photo to technical drawing, CAD-ready DXF and DWG, 3D models and product renders.

local git ai-llm Official Registry
data-cleaner-agent io.github.wesseltl/data-cleaner-agent

Clean messy CSVs: an LLM picks the steps, tested code does the work. Data untouched by the model.

local git ai-llm Official Registry
CCRider io.github.neilberkman/ccrider

Full-text search, browse, and resume across your coding agent sessions (Claude Code, Codex, Amp)

local search git Official Registry
LLM Sandbox io.github.vndee/llm-sandbox

Securely run LLM-generated code in isolated containers across 7 languages and 3 container backends.

local git ai-llm Official Registry
Axis dev.useaxis/axis

Coding agents from Claude Code, Cursor and Codex claim jobs and lock files on one shared board.

remote local ai-llm dev-tools Official Registry
Toon Memory io.github.LuiggiVal08/toon-memory

Offline persistent memory for AI coding agents — 35 tools, 80% fewer calls, no LLM

local git ai-llm Official Registry
MCP Schema Audit io.github.tylerscomic-lab/mcp-schema-audit-mcp

Audits MCP tool definitions for patterns that make models call tools wrong or mis-fill args.

remote git ai-llm Official Registry
Claudebox io.github.psyb0t/claudebox

Self-hosted MCP server exposing Claude Code as an agentic AI tool over streamable HTTP.

local git ai-llm Official Registry
google-jules-mcp-server io.github.georgeracu/google-jules-mcp-server

Model Context Protocol server for Google's Jules AI coding agent

local git ai-llm Official Registry
mneme Record io.github.OnourImpram/mneme

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth.

local git ai-llm Official Registry
Mendrift io.github.suneel190700/mendrift-mcp

MCP server for ML drift detection, MLflow registry diffing, and HMAC-gated model rollback

local git ai-llm Official Registry
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