AI & ML MCP Servers

Memory for deep conversational context across any platform

Persistent memory layer for AI tools. Save and recall notes across Claude and other MCP clients.

Routes AI tasks to dynamic LLM-generated skills via an orbital classifier.

Pick the right LLM for any task. Ranked shortlist with rationale across 8 evaluators.

Bring your GFT (Git for Thought) white-box thinking map to any AI agent. 把你的思维脉络接给任何 agent。

Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki with per-fragment ACL.

A self-improving memory layer. Your memory, notes, tasks and goals, remembered everywhere.

Open, Git-native memory protocol for MCP agents. Portable, versioned, human-editable.

Personal RAG over your GitHub history (commits, code, reviews), served to Claude Code over MCP.

AI session memory: the brief your AI reads before every session so no session starts cold.

Persistent AI memory for coding assistants. 80+ tools for decisions, patterns, errors.

Turn any LLM into your lab assistant: search samples, track experiments, analyze data with AI.

MCP server for persistent, semantic memory across AI sessions

MCP-native notes and memory for ChatGPT, Claude, and other AI tools.

Agent runtime with typed memory, knowledge and code graphs, plus file and web tools

Persistent searchable memory for AI agents — save/get/search across sessions, tags.

Bilingual dual memory with SSC for AI agents. Semantic search, embeddings, profiles.

Authenticated async Opus 4.8 Agent agent with status polling and artifact results.

Deterministic SVG perception for LLM agents — measures, never guesses. MCP server.

OpenAI-compatible LLM gateway: models, savings math, key provisioning, autonomous email-OTP signup

Centralized secrets manager MCP server. Generate .env files, rotate keys, sync to GitHub Actions.

Local coordination hub for coding agents: durable shared memory, tasks, and handoffs. Desktop app.

Walks every skill directory in skills/ and ~/.openclaw/skills/, validates each has SOUL.md (voice...

Persistent memory shared across Claude, ChatGPT, Grok and other MCP clients.