Knowledge & Memory MCP 服務
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Andish
ru.andish
Knowledge-graph memory for your team's documents. Answers cite the source, not a summary.

Research Scan
org.synectic
Research Scan finds and verifies the 5–10 recent papers that matter most for a research question.

Operations Pulse
org.openlyuseful
Local-first operational pulses, durable ticket memory, and governed connection discovery.
Rust FAF
one.faf
Persistent project context — Rust-native MCP server. IANA-registered .faf format.
Grok FAF
one.faf
Persistent project context for xAI Grok. IANA-registered .faf format.
Gemini FAF
one.faf
Persistent project context for Google Gemini. Python/FastMCP. IANA-registered .faf format.
.FAF Context
one.faf
.FAF Context — persistent project context for Cursor, VS Code and every MCP-compatible IDE.
Claude FAF
one.faf
Persistent project context for Claude. IANA-registered .faf format.

kcp-agent — KCP navigation planner
no.cantara
Deterministic, fail-closed planner for KCP knowledge manifests: kcp_plan, kcp_load, kcp_validate.
In Memoria
me.pi22by7
Persistent codebase intelligence that gives AI assistants memory across sessions
Wyrm
lk.ghosts
Local-first memory for AI agents: ground truths, failure firewall, negotiated recall over MCP.

DataForSEO MCP
io.scalably
DataForSEO MCP wrapper: searchable API docs plus normalized calls to the official server. 4 tools.

OneSource MCP
io.onesource
Blockchain data, Deepstate and Standard Reserve markets, live chain queries, and API docs

LinkLore
io.linklore
AI-native structured memory for agents (MCP). Built for agents, not humans.

Identity Forge
io.identityforge
Design kits, brand naming, and domain research for coding agents.
gjalla
io.gjalla
Self-curating shared memory that keeps your agents working like a high-performing team

Paper Format Agent
io.github.zxyasfas
Local-first DOCX formatter for academic papers with a content-fingerprint integrity guard.

Azure DevOps On-Premises
io.github.zwitbaum
MCP server for on-premises Azure DevOps Server and TFS: repos, pull requests, work items, and wiki.

LocalKeep
io.github.zuneracodes
Local chronological memory banks you control; Claude recalls them via MCP.

Web Researcher MCP
io.github.zoharbabin
Your AI research assistant that cites real sources and stays honest

Google Researcher
io.github.zoharbabin
MCP server providing Google Search, web scraping, and multi-source research tools for AI assistants

Terraform Ingest MCP
io.github.zloeber
Ingest and analyze Terraform modules from multiple repositories for AI RAG systems

ZERO MCP
io.github.zero-intel
Read-only MCP inspection for ZERO paper autonomous onchain operations.

Llmmcp
io.github.zero-abd
MCP server for real-time LLM API documentation — stop hallucinations