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codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 159 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

mlflow-tracing

MLflow's LLM tracing module instruments model calls, agent steps, and tool invocations, storing them alongside experiment runs for reproducibility.

langfuse

Open-source LLM engineering platform with traces, evals, prompt management, and datasets for debugging and improving LLM applications.

microsoft-playwright-mcp

Enables web browser control for navigating websites, capturing page snapshots, interacting with elements, and taking screenshots through Playwright's automation capabilities.

brave-search

Integrates Brave's Search API to provide web search, local business search, image search, video search, news search, and summarization capabilities with advanced filtering options and content safety controls.

rocketride-org-rocketride-server

MCP server that exposes RocketRide AI pipelines as tools for Claude, Cursor, and Windsurf. Self-hosted, open-source pipeline tool with multi-LLM support.

oraios-serena

Provides intelligent code analysis and manipulation across multiple programming languages through language server protocols, enabling developers to explore, understand, and refactor complex codebases.

openai-symphony

Symphony turns project work into isolated, autonomous implementation runs, allowing teams to manage work instead of supervising coding agents.

Contributed by Sentinel

activepieces

Dynamic server to which you can add apps (Google Calendar, Notion, etc) or advanced Activepieces Flows (Refund logic, a research and enrichment logic, etc).

prefecthq-fastmcp

🚀 The fast, Pythonic way to build MCP servers and clients.

Contributed by Sentinel

fastmcp

A high-level framework for building MCP servers in Python

a2a-protocol-github-repository

Google's official repository for A2A protocol

ahujasid-blender

Enables natural language control of Blender for 3D scene creation, manipulation, and rendering without requiring knowledge of Blender's interface or Python API.

iskakaushik-clickhouse80b1

Integrates with ClickHouse to enable natural language querying and exploration of large datasets while maintaining read-only safeguards.

czlonkowski-n8n

Integrates with n8n workflow automation platform to provide conversational access to 525+ nodes including AI-capable nodes and triggers, enabling natural language workflow creation, validation, and management without requiring direct platform knowledge.

yamadashy-repomix

Package codebases into AI-friendly single files with intelligent code structure preservation and token optimization.

claude-hud

A status line for Claude Code that shows context usage, tools, agents, to-dos and more. Highly configurable, and maintained when it was listed.

screenpipe

give context of what you do 24/7 to AI

anthropic-quickstarts

Offers comprehensive development guides for three distinct AI-powered demo projects with standardized workflows, strict code style guidelines, and containerization instructions.

comet-opik

Opik by Comet is an open-source LLM evaluation and tracing platform: log traces, run automated evals, create datasets, and track prompt improvements over time.

neondatabase-mcp-server-neon

Manage Neon's serverless Postgres databases.

vectorize-io-hindsight

Hindsight: Agent Memory That Works Like Human Memory - Built for AI Agents to manage Long Term Memory

funasr-mcp-server

Local speech recognition MCP server powered by FunASR and SenseVoice. It provides privacy-friendly audio transcription through a transcribe_audio tool.

opentelemetry-genai

OpenTelemetry semantic conventions and instrumentation for GenAI/LLM spans, traces, and metrics via the GenAI semconv working group.