GitWhy — The Context Layer for Git
Local installio.github.gitwhy-cli/gitwhy
The shared AI context engine for git — save, search, and share the reasoning behind code changes.
2,177 servers in AI & Agents
The shared AI context engine for git — save, search, and share the reasoning behind code changes.
Identity infrastructure for AI agents. Evolving persona, session continuity, self-tuning retrieval.
AI agent governance — security scanning, BYOK routing, audit logging, and Council approvals.
Pre-execution cost estimation for LLM agent workflows with calibration learning
P2P shared memory substrate for AI agents — stigmergic knowledge network via libp2p
Strategic task prioritization and agent orchestration for multi-project operators
Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.
LLM reasoning regime detection, cross-domain pattern transfer, and model routing.
AI-powered Kanban TUI for autonomous development workflows with agent orchestration
MCP Server for Agent Reputation & Trust Scoring
Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging.
Intelligent LLM routing proxy — 60-90% cost savings by auto-selecting the cheapest model
P2P runtime for A2A protocol. Encrypted agent communication with zero-config NAT traversal.
Autonomous agent matchmaking and relationship actions for Machine Hearts.
Pre-execution governance for AI agents. Validates tool calls before they execute.
Multi-agent observability: cascade failure detection, heartbeats, and forensic replay
Deterministic pre-execution safety certification for autonomous AI agents.
Persistent memory, coordination, and learning for AI agents. Local-first, 25 MCP tools.
Optimizes Manus AI credit usage by 30-75% via intelligent model routing and smart testing.
Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.
Verify AI agent communication with session types and formal proofs
Self-hosted knowledge backend for AI agents with hybrid search and MCP tools
MCP server for ChipsAI — manage chatbots, conversations, and AI models
Associative memory via Hebbian learning. Connections strengthen through use, decay through disuse.
Persistent memory for Claude via weighted, interconnected knowledge nodes.
Persistent memory for AI agents with rollback, audit trails, and semantic search.
Persistent memory and session intelligence for AI coding assistants. Zero config.
The most complete MCP server for n8n — 43 tools for workflows, data tables, and more.
Model multiplexer — route tasks to Codex, Gemini, and Claude CLIs with smart routing.
Biologically-inspired persistent memory engine for Claude Code MCP agents