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.
Indexes your codebase to provide AI clients with efficient, searchable code context while reducing token usage.
$claude mcp add code-context-engine -- uvx code-context-engine
Lets 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:3.0.3
Provides 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.mcpb
Provides 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-os
Provides 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-engine
Provides 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:1.5.3
Provides 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-mcp
Provides a neuro-inspired long-term memory engine for AI agents using semantic graphs and asynchronous consolidation.
$claude mcp add smriti-memcore -- uvx smriti-memcore
Enables AI agents to monitor SEO and AI visibility, access ranked growth moves, and manage the execution of marketing tasks.
$claude mcp add --transport http mcp https://afterlaunch.io/api/mcp
Provides a local-first SQLite episodic memory engine that allows AI coding agents to maintain project state and architectural decisions across different models.
Compresses noisy logs, RAG retrieval chunks, and code context into structured, high-signal inputs optimized for LLMs.
$claude mcp add context-engine -- uvx melonelish-context-engine
Provides a local context engine that indexes repositories into code graphs and hybrid search to deliver budgeted, relevant code to AI agents.
$claude mcp add contextsmith -- uvx contextsmith
Provides a deterministic market-state engine for trading agents to access crypto and Korean equity signals with structural context.
$claude mcp add --transport http decker-ai https://api.decker-ai.com/api/v1/mcp
Provides long-term memory and a hierarchical cognitive engine for AI agents to maintain project context and state across sessions.
A biologically-inspired persistent memory engine that allows Claude Code agents to remember project decisions, context, and reasoning across sessions.
$claude mcp add zikkaron -- uvx zikkaron
Provides AI agents with persistent, searchable long-term memory using hybrid BM25 and FAISS search with built-in resilience features.
$claude mcp add mindcore-memory-mcp -- uvx mindcore-memory
Provides AI agents with a deterministic, event-driven sense of time to manage tasks, deadlines, and state transitions via an append-only event log.