MCP servers
121,304 servers from the official registry, GitHub and npm. Filter by category, transport and language.
121,304 servers from the official registry, GitHub and npm. Filter by category, transport and language.
Lets AI coding assistants run semantic code search, symbol graph navigation, and persistent memory queries over an indexed codebase.
Compresses AI coding agent context to cut token costs, measure per-agent savings, and share a local knowledge graph across 16 CLI clients.
$claude mcp add token-optimizer-mcp -- npx -y @ooples/token-optimizer-mcpIndexes your codebase to provide AI clients with efficient, searchable code context while reducing token usage.
$claude mcp add code-context-engine -- uvx code-context-engineLets AI assistants semantically search and read indexed codebases, inspect file trees, and trace code relationships via MCP.
$claude mcp add codealive-mcp -- docker run -i --rm ghcr.io/codealive-ai/codealive-mcp:3.0.3Analyzes web content to detect topical gaps and generate query variations for Generative Engine Optimization.
$claude mcp add fanout-mcp -- npx -y @houtini/fanout-mcpProvides AI agents with a local-first knowledge graph and experience memory using intelligent context routing and progressive disclosure.
$https://github.com/primeline-ai/kairn/releases/download/v0.3.2/kairn-0.3.2.mcpbAllows AI agents to search private meeting transcripts, decisions, and screen context recorded locally on your computer.
$https://github.com/stevyhacker/LokalBot/releases/download/v0.13.1/LokalBot.mcpbProvides a local-first, federated memory engine for AI agent teams with team and project-scoped access control and associative recall.
$claude mcp add agent-memory-os -- uvx agent-memory-osProvides context intelligence for AI coding agents by mapping repositories, resolving symbols, and estimating the impact of code changes.
$claude mcp add codecortex -- uvx codecortex-context-engineProvides shared, source-backed memory for AI agents using a local Postgres database with client isolation and a document engine.
$claude mcp add myco-brain -- npx -y @mycobrain/mcp-serverProvides an AI memory layer using a personal knowledge graph with CRM, life management, and emotional intelligence tools.
$claude mcp add mind-mcp-server -- npx -y @astramindapp/mcp-serverConnects advertising, commerce, analytics, and finance tools to provide AI assistants with normalized data and statistical analysis capabilities.
$claude mcp add autario-mcp -- npx -y autario-mcpAn AI copilot that inspects, edits, and playtests RPG Maker MV projects by generating maps, managing events, and monitoring live game telemetry.
$claude mcp add rpgmakermvultimate-mcp -- npx -y rpgmaker-mv-mcpA local memory engine that transforms agent activity into an integrated entity graph using neuroscience-inspired consolidation.
$claude mcp add factmem -- npx -y @factmem/mcpProvides a local neuroscience-inspired memory engine that converts AI session data into an integrated entity graph using SQLite.
$claude mcp add facthouse -- npx -y @facthouse/mcpProvides AI assistants with local-first graph memory using SQLite and semantic search to recall, connect, and learn from long-term context.
$claude mcp add memory-engine-mcp -- docker run -i --rm ghcr.io/simoneb79/memory-engine-mcp:1.5.3Provides AI agents with long-term memory by capturing conversations verbatim and serving relevant context through a local hyperdimensional storage engine.
Provides deterministic code-graph context to AI coding agents by indexing repositories into symbols, calls, and type hierarchies.
Enables AI clients to conduct goal-oriented conversations by managing question selection, state, and progress through the Zelinqa API.
$claude mcp add zelinqa-mcp -- uvx zelinqa-mcpLets an AI coding client query Cursor CCE for source-anchored project context and optionally run a scoped Cursor Agent task.