MCP Servers
Model Context Protocol servers that connect Claude to tools, APIs, and data.
What are you trying to do?
codebase-memory-mcp
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
infranodus-mcp-server-infranodus
Map text into knowledge graphs to create a structured representation of conceptual relations and t…
sverklo
Local-first MCP code intelligence: 37 tools — hybrid search, blast-radius, diff review, memory.
code-memory
Local semantic code search with Git history. Works offline, no API key needed.
Exomem
Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.
Thronglets
P2P shared memory substrate for AI agents — stigmergic knowledge network via libp2p
MIND
Personal knowledge graph AI memory. 15 tools, 89 actions. Emotional intelligence, CRM, social.
logic-server
Agent reasoning, memory, and token-optimized context for AI applications.
central-intelligence
Persistent memory for AI agents. Store, recall, and share knowledge across sessions.
remem
Local-first automatic memory for Claude Code and Codex: capture, distill, recall from SQLite.
Infimium
Private AI context layer for semantic code search, dependency graphs, memory, and workspaces.
saihm-mcp
Sovereign encrypted memory for AI agents. 8 MCP tools. GDPR erasure. Runnable offline demos.
ckg-agentforce
AgentForce as a knowledge graph — 40 nodes, Einstein Trust Layer, Resolution Criteria. MCP-native.
projectmem
Local-first memory + judgment layer for AI coding agents — warns before repeating failed fixes.
Pharaoh
Codebase knowledge graph — architectural awareness for AI coding agents via MCP
Maindex Expert Memory Service
Full-control memory API for AI agents — memories, collections, links, search, and bulk operations.
CogniRelay
Self-hosted agent continuity server with bounded, recoverable memory and restart orientation.
UltraMemory
One memory, every AI: Claude, ChatGPT, Perplexity, Gemini, Cursor, OpenClaw, Hermes, any MCP client.
Adaptive Memory Graph
Persistent memory for Claude via weighted, interconnected knowledge nodes.
engrm
Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, and Codex.
vector-knowledge-graph-mcp
AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node
Bilinc
Hosted agent memory with provenance, contradiction surfacing, and snapshot rollback.
perf
Benchmark, memory, Big O analysis for AI agents
Pensyve
Universal memory runtime for AI agents — episodic, semantic, and procedural memory.