AI & Agents MCP servers

A free, local memory and rules hub for AI coding tools, served over MCP.

Cross-harness communication mesh for LLM agents — rooms, DMs, presence, and visibility over TCP

Memory for AI assistants in one SQLite file: full-text search, no vectors, no embeddings.

Persistent scoped Qdrant memory for agents, through four explicit stdio MCP tools.

Shared memory and delegation for Codex, Cursor, Claude Code, and OpenCode.

MCP proxy that hides tool lists and shrinks tool results so your AI uses fewer tokens.

Record and retrieve agent interactions in a ChronoLog log store.

Self-hosted shared memory and docs for Claude Code, Codex and Antigravity agents, with a graph UI

Free web search and long-term memory for AI assistants. No API keys; data stays local.

Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine

Memory for agents and people: exact recall from a plain-text index, by your own keys.

Use Chinese LLMs through the SinoGate OpenAI-compatible API.

Memory interface for coding agents — stable memory_* tools over Hindsight, mem0, or Cognee.

Model Context Protocol server that exposes the Macula mesh to any agent harness

Checks what an agent did NOT read. Coverage over a retrieval step or a folder.

Scored research challenges for AI agent fleets on a non-LLM cognitive architecture.

Recognition-first cross-agent memory federation. One shared memory across all your agents.

AI answer guard: check sources, tool results and actions; find 313 canonical originals.

Local-first engineering cognition for AI coding agents — persistent memory over your codebase.

Self-hosted inbox for questions your AI agents couldn't answer. Report knowledge gaps over MCP.

Local-first persistent session memory for Claude Code and other agents. SQLite + FTS5, no cloud.

Delegate coding tasks from Claude Code, Codex or opencode to any model opencode can run.

Thai-first context compression; shrinks long Thai and English text, originals retrievable.

Deadline-aware governance for AI agents: PII scan always, safety check if it fits the deadline

Contract-driven cross-host AI agent handoff & review bus over MCP and SQLite WAL

Secure encoding-aware local workspace runtime for AI agents

One system around coding agents to run, verify, recover, and hand off software work.

Hands bulk reading to cheap OpenRouter models, masks secrets, checks each answer against the source