MCP Server Directory

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

llm-orchestration-agent-langgraph ai.getvda/llm-orchestration-agent-langgraph

LLM Orchestration Agent (Langgraph)

remote ai-llm Official Registry
inferbench io.github.RudrenduPaul/inferbench

Benchmarks local LLM inference speed (tokens/sec) on your own hardware via MCP tools.

local git ai-llm Official Registry
OutSlide io.github.miha1744/outslide

Creative workspace. Public MCP: outline previews for Codex and Claude Code; media in the web app.

remote git ai-llm Official Registry
agentfenster com.agentfenster/agentfenster

Windows GUI automation on a hidden second desktop, driven from Claude Code over MCP.

local ai-llm dev-tools Official Registry
CloudQuell com.cloudquell/cloudquell-mcp-server

Ask about AWS, Azure, GCP, OpenAI, Anthropic and Snowflake costs, budgets, and anomalies.

remote cloud ai-llm Official Registry
catalog chat.avva/catalog

Search Avva for an expert, then connect their model - judgment from real past decisions.

remote search ai-llm Official Registry
traced-claude-format-guard ai.getvda/traced-claude-format-guard

Traced Claude Format Guard

remote ai-llm Official Registry
llm-orchestration-agent-d0a1a1 ai.getvda/llm-orchestration-agent-d0a1a1

LLM Orchestration Agent

remote ai-llm Official Registry
rigor-mcp io.github.mrnh/rigor-mcp

Verified statistical inference for AI agents: hypothesis tests, sequential testing, power.

local git ai-llm Official Registry
agents-party io.github.1gr14/agents-party

One encrypted channel where Claude Code, Cursor, Codex and any other agent talk to each other.

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

LLM Orchestration Agent (Langchain)

remote ai-llm Official Registry
traced-llm-mcp-proxy ai.getvda/traced-llm-mcp-proxy

Traced LLM MCP Proxy

remote ai-llm Official Registry
llm-orchestration-agent-d2feb0 ai.getvda/llm-orchestration-agent-d2feb0

LangSmith-Traced LLM Orchestration Agent

remote ai-llm Official Registry
PromptSpend io.github.AndrewAvery7/promptspend

LLM pricing where every rate carries its source and the date it was last confirmed.

local git ai-llm Official Registry
neuronscope io.github.RudrenduPaul/neuronscope

Traces which neurons and attention heads drive a language model's output via MCP tools.

local git ai-llm Official Registry
aio org.aioq/aio

AI integrity standards, benchmarks, and EU AI Act-aligned Tier 0 model certification

remote ai-llm Official Registry
cortex io.github.VBlackJack/cortex

Local multi-client RAG server over the Model Context Protocol.

local git ai-llm Official Registry
Butterfly Delta Preflight com.butterflydelta/preflight

Signed exact-order pre-submit gate for crypto bots using live Coinbase and Gemini execution data.

remote ai-llm finance Official Registry
Kooma — Bambara AI ai.kooma/kooma

Bambara AI over MCP: text-to-speech, transcription and translation (Bamanankan + more).

remote ai-llm Official Registry
AI Usage io.github.MohitBansal321/ai-usage-mcp

Reports real token usage and cost from Claude Code and OpenCode data. Nothing leaves your machine.

local git ai-llm Official Registry
llm-orchestration-agent-opentelemetry-instrumentation-fastapi ai.getvda/llm-orchestration-agent-opentelemetry-instrumentation-fastapi

LLM Orchestration Agent (Opentelemetry Instrumentation Fastapi)

remote ai-llm Official Registry
llm-orchestration-agent-langchain-openai ai.getvda/llm-orchestration-agent-langchain-openai

LLM Orchestration Agent (Langchain Openai)

remote ai-llm Official Registry
llm-orchestration-agent-langchain-anthropic ai.getvda/llm-orchestration-agent-langchain-anthropic

LLM Orchestration Agent (Langchain Anthropic)

remote ai-llm Official Registry
Glushkov Modelling MCP com.glushkov-modelling/content

Ship models, build logs, tutorials, galleries, content search, and rope diameter calculator.

remote search ai-llm Official Registry
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