Knowledge & Memory MCP 服务
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Vilix AI
io.github.Appfairly
Shared memory for connected AI tools. Projects, rules and skills over MCP. OAuth or API key.

TrainTools
io.github.AparajeetS
Recommend paper-backed diagnostics for PyTorch and Hugging Face training problems.

Sipcode
io.github.Anuj7411
Context hygiene for Claude Code: drift detection, re-read dedup, and token analytics.

Mcp Sitecore Server
io.github.Antonytm
A Model Context Protocol server for Sitecore

Mcp All
io.github.Antonytm
A Model Context Protocol server to run other MCP servers

Visibly AI — SEO MCP Server
io.github.AntonioBlago
Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & on-page audits.

Archiet Audit
io.github.Anioko
Submit architecture docs, get a consulting-grade traceability audit at a shareable URL

Vibe Hnindex
io.github.AndyAnh174
Index source code into a local knowledge base, search with keyword + semantic + hybrid modes.

Semantic Frame
io.github.Anarkitty1
Token-efficient semantic compression for numerical data. 95%+ token reduction.

OneAIMemory
io.github.AmxnCode
Cross-device AI memory with encrypted activity capture and context handoff between AI tools

Serpmantics
io.github.AmauryDvl
French-first SEO: semantic content guides, scoring, E-E-A-T audits for Google, ChatGPT & Claude.

AllocContext
io.github.AllocContext
Self-host MCP: portfolio crypto context for agents. PyPI stdio; MIT.
specmate
io.github.Alele496
BSV coding knowledge engine for AI agents — pre-compile traps and post-compile diagnosis.

Central Intelligence
io.github.AlekseiMarchenko
Persistent memory for AI agents. Store, recall, and share knowledge across sessions.

MCP for Zotero
io.github.AlejandroArnaud
Connect your Zotero reference library to AI assistants via Model Context Protocol.
coldstart
io.github.AkashGoenka
Codebase memory for AI agents: an AST index plus agent-written notes that self-stale.

AitherOS ADK
io.github.Aitherium
Agent runtime with typed memory, knowledge and code graphs, plus file and web tools
Avalanche AVAX MCP
io.github.Airpote
Search and retrieve Avalanche blockchain documentation for building on AVAX.

Cache Proxy
io.github.Ainode-tech
LLM caching proxy (x402 USDC on Base) - exact + semantic cache. Free health.

Serac
io.github.AikoGilpin
Sovereign E2E cloud storage for AI agents. Zero-knowledge, RGPD-compliant.

Aidimag
io.github.AiDimag
Persistent, verified memory for AI coding agents: recall, capture, guardrails, review queue.

semhood
io.github.AhmeedGamil
AST-based semantic code search; results ship with their call graph (calls + callers).

Doc Bridge
io.github.AgentsKit-io
Resolve documentation ownership, edit roots, checks, and human handoffs before an agent edits code.

Mcp Server
io.github.Agentled
Intelligent AI workflow orchestration with long-term memory, 100+ integrations, and unified credits.