MCP Server Directory

3260 Model Context Protocol servers — searchable, rated, ready to install.

Learning Model Context Protocol io.github.yarnabrina/mcp-learning

Basic arithmetic tools with natural-language expression parsing and evaluation.

↓ 117/wk local git ai-llm Official Registry
memory-mcp io.github.yuvalsuede/memory-mcp

Persistent memory + git snapshots for Claude Code. Never lose context or code.

local git ai-llm Official Registry
Navisworks MCP io.scanbimlabs/navisworks-mcp

Navisworks coordination and clash detection via APS — reports, viewpoints, model objects.

remote git ai-llm Official Registry
Agent Comms io.github.ExaDev/agent-comms

Cross-harness communication mesh for LLM agents — rooms, DMs, presence, and visibility over TCP

↓ 5.3k/wk local git ai-llm Official Registry
MCP Hook Conformance io.studiomeyer/hook-conformance

Audits MCP servers for Claude Code mcp_tool hook readiness: idempotency, latency, side-effects.

↓ 51/wk local ai-llm dev-tools Official Registry
driftoracle io.tooloracle/driftoracle

DriftOracle - 15 tools for model/data drift monitoring: PSI, KS-test, alerts, evidence packs.

remote ai-llm dev-tools Official Registry
Covenant Guard org.opencovenant/guard

Hard spend cap, OS sandbox, and signed receipts for unattended coding agents like Claude Code.

local ai-llm dev-tools Official Registry
mcp org.wikiprompt/mcp

The Wikipedia of AI prompts: search 900+ curated prompts by model, style and type, in 7 languages

remote search ai-llm Official Registry
FitLLM run.fitllm/fitllm

Will this LLM fit on your GPU, multi-GPU rig or Mac? Exact VRAM & KV-cache math. Read-only.

remote ai-llm Official Registry
gorgon-scout io.github.Gorgon-Cyber/gorgon-scout

Run AI-driven web-app and API security scans (DAST) from Claude or any MCP agent. Windows.

local git ai-llm Official Registry
Delimit — Keep the state. Change the model. io.github.delimit-ai/delimit-mcp-server

Keep the state. Change the model. Shared context and a multi-model panel across coding assistants.

local git ai-llm Official Registry
Lacuna Music io.github.JOYLINK-LTD/lacuna-mcp

Generate AI music via the Lacuna Music API from MCP clients like Claude Desktop & Code.

remote local git ai-llm Official Registry
gitlab-mcp-server io.github.dubuqingfeng/gitlab-mcp-server

GitLab MCP (Model Context Protocol) server for AI agents

☆ 9 ↓ 41/wk local git ai-llm Official Registry
WalkMyPlan com.walkmyplan/walkmyplan

Describe a house or upload a DWG/vector-PDF plan and get a walkable, editable 3D model.

remote ai-llm Official Registry
agentskillupdategate-mcp com.clauxel.agentskillupdategate/agentskillupdategate-mcp

Paid remote MCP for Claude Code skill update gate MCP, structured receipts, audit logs, and reviewer

remote ai-llm dev-tools Official Registry
webEmbedding io.github.jongko54/web-embedding

Clone any web page from a URL into a verified offline HTML copy, embed, or rebuild.

remote local git ai-llm Official Registry
cerebras-code-mcp io.github.kevint-cerebras/cerebras-code-mcp

Model Context Protocol (MCP) server for Cerebras to make coding faster in AI-first IDEs

local git ai-llm Official Registry
Vox MCP io.github.linxule/vox-mcp

Multi-model AI gateway — 10 providers including Cloudflare and Vercel, with conversation memory.

local git cloud Official Registry
Relay io.github.mhcoen/mcp-relay

MCP relay server for Claude Desktop <-> Claude Code communication

↓ 48/wk local git ai-llm Official Registry
claude-wrap-mcp io.github.Alex-Kaff/claude-wrap-mcp

MCP server that spawns and drives Claude Code sessions via claude-wrap.

local git ai-llm Official Registry
Datawrapper io.github.palewire/datawrapper-mcp

A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI assistants

↓ 112/wk local git ai-llm Official Registry
NotebookLM MCP io.github.roomi-fields/notebooklm-mcp

Google Gemini Notebook (ex NotebookLM) over MCP + a local REST API — cited answers, Studio, history

☆ 201 ↓ 1k/wk local git ai-llm Official Registry
gemini-omni-mcp io.github.runapi-builder/gemini-omni-mcp

RunAPI MCP server for Gemini Omni: create tasks, poll status, check pricing.

local git ai-llm Official Registry
image-recognition-mcp io.github.shalevshalit/image-recognition-mcp

MCP server for AI-powered image recognition and description using OpenAI vision models.

local git ai-llm Official Registry
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