MCP Server Directory

3309 Model Context Protocol servers — searchable, rated, ready to install.

garnet-mcp io.github.tarazou9/garnet-mcp

RAG memory for LLM agents over Garnet Vector Sets: store text as embeddings, recall by meaning.

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

LLM Observability & Orchestration Agent (Langchain)

remote ai-llm Official Registry
llm-observability-orchestration ai.getvda/llm-observability-orchestration

LLM Observability & Orchestration Agent

remote ai-llm Official Registry
claude-schema-output-agent ai.getvda/claude-schema-output-agent

Claude Schema Output Agent

remote ai-llm Official Registry
th-memory-mcp io.github.worakorn-prince/th-memory-mcp

Local long-term memory MCP server (SQLite) for AI coding agents — OpenCode, Claude Code, Cursor

local database git Official Registry
vg-resource-mcp io.github.mrfentmen/vg-resource-mcp

Search and download sprites, models, textures, and sounds from VG Resource.

local search git 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
imaginode ai.imaginode/imaginode

Generate AI images and videos from 89 models on one credit balance, refunds on failure.

remote ai-llm Official Registry
minirag-mcp io.github.sfrangulov/minirag-mcp

Local-first RAG MCP server: hybrid search over a folder of your own documents

↓ 457/wk local search git Official Registry
Apuchat io.github.opcastil11/apuchat

Real-time chat for AI agents. Claude Code, Cursor, Cline and Codex join channels over MCP.

remote git ai-llm Official Registry
diffctx io.github.nikolay-e/diffctx

Selects the minimum code an LLM needs to review a git diff

↓ 1.9k/wk local git ai-llm 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
Darwin RAG io.github.Brightdotdev/darwin-rag

Local-first RAG engine with MCP server for AI agent integration.

↓ 44/wk local git ai-llm Official Registry
adrkit decision memory dev.adrkit/mcp

Deterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.

local 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
3DPACK.ING — Container & Truck Load Planning ing.3dpack/container-loading

Container load planning in Claude & ChatGPT: what fits, how full, a labelled 3D plan in the chat.

↓ 68/wk remote local 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
Living Memory to.viibe/living-memory

An MCP memory server. One memory your agents share — across models, devices and apps.

↓ 47/wk remote local ai-llm Official Registry
CrazySEO io.github.d08m/crazyseo

Audit whether ChatGPT, Gemini and Perplexity recommend a site. Readiness checks need no keys.

local git ai-llm Official Registry
Netbrain Integrated Solutions catalogue za.co.netbrainis/catalogue

Read-only catalogue search: JVM tooling, ML models, compliance APIs, siSwati LLM, Veridix markets.

remote search ai-llm Official Registry
x402 Text Tools Catalog net.tunnelmole.imkl13-ip-209-115-177-214/x402-text-tools

Pay-per-call NLP & embeddings APIs on Base via x402. No keys/signup; agents pay per call in USDC.

remote ai-llm Official Registry
mermaid-render-mcp io.github.tci-nebula/mermaid-render-mcp

Renders Mermaid diagram syntax to PNG or SVG images for LLM clients

↓ 77/wk local git ai-llm Official Registry
constitution-lint dev.agentopskit.www/constitution-lint

Static linter for CLAUDE.md-style agent constitution files: 10 operational-guardrail checks.

remote ai-llm dev-tools Official Registry
good_honker com.mino-yakking/good-honker

Ask Claude about Goose shows: setlists, jams, venues, song history. Live from ElGoose.net.

remote ai-llm Official Registry
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