MCP Servers 746

Tables and ledgers checked by arithmetic, not by a model.

Claude Flow

io.github.ruvnet/claude-flow

A✓Verified

AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

Codebase Memory

io.github.DeusData/codebase-memory-mcp

A✓Verified

Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

Serena MCP: the IDE for your agent

io.github.oraios/serena

A✓Verified

A powerful toolkit for coding, providing semantic retrieval and editing capabilities.

Claude Code Explorer MCP

io.github.nirholas/claude-code-explorer-mcp

B✓Verified

Explore the Claude Code CLI source — browse tools, commands, search code, and more.

Claude Code Ultimate GuideNew

io.github.FlorianBruniaux/claude-code-guide

A✓Verified

Search the Claude Code Ultimate Guide and machine-readable references from any MCP client.

Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependency over MCP.

agent-device

io.github.callstack/agent-device

A✓Verified

MCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps

Basic Memory

io.github.basicmachines-co/basic-memory

A✓Verified

Local-first knowledge management with bi-directional LLM sync via Markdown files.

Flight search & booking for AI agents.

A Model Context Protocol (MCP) server for NuGet.

Persome

io.github.Intuition-Lab/personal-model

A✓Verified

Local-first personal memory and model server for trusted MCP agents on macOS.

Pm Claude Skills

io.github.mohitagw15856/pm-claude-skills

A✓Verified

1117 professional Agent Skills + workflow recipes — searchable & fetchable over MCP.

The Power BI Modeling MCP Server brings Power BI semantic modeling capabilities to your AI agents.

LLM Sandbox

io.github.vndee/llm-sandbox

A✓Verified

Securely run LLM-generated code in isolated containers across 7 languages and 3 container backends.

Agent Swarm

io.github.desplega-ai/agent-swarm

A✓Verified

Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.

Agent Harnesses

io.github.RyanAlberts/agent-harnesses

A✓Verified

Agent-harness picks and decision guides; pick_infrastructure adds live GitHub/HN discovery.

haiku.rag

io.github.ggozad/haiku-rag

A✓Verified

Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval

Authorize consequential AI agent actions before execution

Local Rag

io.github.shinpr/mcp-local-rag

A✓Verified

Easy-to-setup local RAG server with minimal configuration

Claude Code Organizer

io.github.mcpware/claude-code-organizer

B✓Verified

Organize Claude Code memories, skills, MCP servers, commands, agents, rules via drag-and-drop.

Agent Recall

io.github.Goldentrii/agent-recall

A✓Verified

Correction-first agent memory.

Ori Memory

io.github.aayoawoyemi/ori-memory

B✓Verified

Persistent memory infrastructure for AI agents.

Ghost in the Droid

io.github.ghost-in-the-droid/android-agent

A✓Verified

Give any LLM agent a real Android or iPhone as its body.