Knowledge & Memory MCP 服务
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.

Piaso Mcp
io.github.genecell
PIASO single-cell ecosystem docs (PIASO, COSG, cytome, LARIS, cytorete) + live PIASOmarkerDB

Lit Mcp
io.github.gauravfs-14
MCP server for academic literature databases (arXiv, DBLP) to accelerate research using LLMs.

useVyre Context
io.github.gapra
useVyre component context for AI agents — valid props, variants, anti-patterns, and design tokens.

Cesium Mcp Dev
io.github.gaopengbin
CesiumJS API docs, code generation and development tools for IDE AI assistants.

Cortex Memory Engine
io.github.gambletan
Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.

Hicortex — AI Fleet Memory
io.github.gamaze-labs
Shared fleet memory for AI agents: nightly self-correction, recall every prompt (supported agents).

eToro MCP Server
io.github.gabrielcerutti
Connect AI assistants to eToro for portfolio analysis, market research, and trading.

Tauri Documentation MCP
io.github.fxckcode
Read-only MCP server for official Tauri 2 documentation snapshots.

Everyrow MCP Server
io.github.futuresearch
Give your AI a research team. Forecast, score, classify, or research every row of a dataset.

Ardupilot Mcp
io.github.furkanisikay
Diagnoses ArduPilot DataFlash flight logs over the Model Context Protocol.

Knowledge Mcp
io.github.fulminate-io
Persistent memory graph for coding agents: hypotheses, evidence, and decisions survive sessions.
SkinKnowledgeBase Skincare Question and Answer MCP
io.github.fulcrai
Skincare Question and Answer with cited products, ingredients, sources, and comparison context.

Homestead Memory
io.github.fuckbigtech-ai
Tamper-evident record of what your AI agent did, plus local-first verifiable memory.

Mcp
io.github.freeappstore-online
AI agent tools for FreeAppStore: deploy status, SDK docs, app info, platform guide.

Quickshell MCP
io.github.franklinnolasco7
Source-grounded Quickshell, QML, and Qt documentation, examples, and real-world implementations.

Mindbase
io.github.frankchu91
LLM-maintained personal wiki: cross-references sources, flags contradictions. Local markdown.

USRCP — User Context Protocol
io.github.frank-bot07
Encrypted local ledger of structured user state, shared across every MCP-aware AI tool.

Frasma
io.github.francemazzi
Read-only Frasma MCP: profile, knowledge search, diagnostic handoff. No email.
ForgeMesh Library MCP
io.github.forgemeshlabs
A paid public-domain knowledge base for AI agents: full-text search, book metadata, chapters.
Crypto Signals Mcp
io.github.forgemeshlabs
Crypto Signals by ForgeMesh: market intelligence, calibrated forecasts, whale flows, risk context.

File AI
io.github.flyfish-dev
Agent-ready local document context with stable anchors.

FlutterSDK Docs
io.github.fluttersdk
Search Wind UI, Magic, Dusk, Telescope and Artisan documentation. Hosted, public, no auth.

Infobroker
io.github.flukeatzerocool
Multi-provider research MCP server: unified web search, fact-checking, personal knowledge base.

Autopm
io.github.fluidumber
18 AI product-management robots for market research, financials, and execution specs. No API keys