MCP Server Directory

3102 Model Context Protocol servers — searchable, rated, ready to install.

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
aio org.aioq/aio

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

remote 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
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
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
traced-claude-format-guard ai.getvda/traced-claude-format-guard

Traced Claude Format Guard

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

LLM Orchestration Observability 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
llm-orchestration-traced-agent ai.getvda/llm-orchestration-traced-agent

LLM Orchestration Traced Agent

remote 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
AI Certificates study.aicertificates/practice-exams

Practice questions for the four Claude certifications. The assistant never sees the key.

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
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
Kooma — Bambara AI ai.kooma/kooma

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

remote ai-llm Official Registry
openai-sora com.jojapi/openai-sora

OpenAI Sora: Sora & Sora 2 (new social media like TikTok) API by ChatGPT creator OpenAI. Access.

remote ai-llm communication Official Registry
apolo-cad io.github.mariorojasmz/apolo-cad

Agent-native parametric 3D CAD: model machines, validate them and emit shop drawings

local git ai-llm Official Registry
postgres-mcp io.github.sparta2025/postgres-mcp

PostgreSQL MCP server with 15 tools (SQL, EXPLAIN, health, indexes) plus a Gradio UI with LLM chat.

local database git Official Registry
traced-openai-langchain-agent ai.getvda/traced-openai-langchain-agent

Traced OpenAI LangChain Agent

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-core ai.getvda/llm-orchestration-agent-langchain-core

LLM Orchestration Agent (Langchain Core)

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

LLM Orchestration Agent (Langchain)

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
Glushkov Modelling MCP com.glushkov-modelling/content

Ship models, build logs, tutorials, galleries, public URLs, and contextual content search.

remote search ai-llm Official Registry
AICIA AI Signal io.github.Jack-mi/aicia-ai-signal

Closed-source remote MCP: model benchmarks, costs, HN signals, tech registry.

remote git ai-llm Official Registry
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