866 servers in Knowledge, Memory & RAG
Algora
idapixl/algora-mcp-server
Browse and search open-source bounties on Algora, filter by org, tech or amount, and get top bounties and aggregate stats.
LoreRoom
fenghaochang/LoreRoom
Encrypted local memory for Claude Code Telegram bots: captures both sides of conversations, with SQLCipher encryption and CJK-friendly full-text search.
Memento
lfrmonteiro99/memento-mcp
Local-first memory for coding agents: stores facts, decisions, patterns and architecture notes in SQLite to reduce repeated context across sessions.
Memory
ShipItAndPray/mcp-memory
SQLite-based memory with exponential decay: memories strengthen on access and fade when unused, limiting unbounded context growth.
Ragchat
gogabrielordonez/mcp-ragchat
Add RAG-based AI chat to any website: local vector store, OpenAI, Anthropic or Gemini models, a self-contained chat server and an embeddable widget.
agenthold
edobusy/agenthold
Shared versioned state store with optimistic concurrency control for coordinating concurrent agents, plus SQLite-backed claim/release locks and an audit log.
AgenticSystemCore
andreibesleaga/agentic-system-core
Serves a folder of Markdown notes over stdio: search, read, follow links and cite. Proposals come back as text; it writes nothing.
fish-bridge
MakeaMouse/fish-bridge-mcp
Compresses AI chat sessions into a compact typed knowledge graph, with optional offline extraction via Ollama.
Librarian
Terobyte/librarian-cli
Ebook-to-Markdown pipeline (FB2, EPUB, DOCX, HTML, PDF) with full-text search and read-only tools to browse, read chapters and verify quotes offline.
Local GPU Imagegen
ChevalGrand520/local-gpu-imagegen
Confirmation-gated local GPU image generation with ComfyUI: SHA-256 model identity, explicit license approval, evidence retention and human-in-the-loop runs.
Memocall
baodq06/memocall
Read-only search and recall of past Claude Code sessions, loading any session on demand as compact Markdown with outline, turn-range and in-session search.
PIL
pjpoulose/PIL
Turns your Instagram saved posts into a local, searchable knowledge base, with AI-extracted summaries, key points, how-tos, links and tags in SQLite.
server-noonien
sequico/server-noonien
Shared, serverless, conflict-free memory for AI agents: a multi-machine drop-in for the MCP memory knowledge graph, converging per-node shards with no server.
Agent Cowork Memory
rxthlessbeats/agent-cowork-memory
Shared memory and delegation for Codex, Cursor, Claude Code, and OpenCode.
aide-memory
aide-memory/aide-memory
Persistent memory layer for AI coding agents — your agent remembers what you taught it.
anairyspirit
Seventhwalllab/anairyspirit
An AI agent's own long-term memory, on your machine. Needs a one-time: npx anairyspirit setup
codebase-synapse
iwiels/codebase-synapse
Indexes codebase into a local knowledge graph with 40+ AI tools and codebase-guard.
codemem
jeang42/codemem
Shared memory for coding agents: projects, reusable code, sessions and commits across machines
Context Fabric
VIKAS9793/context-fabric
Context sync layer for AI agents. Ensures continuity and eliminates memory drift automatically.
Dispatch
wsoule/dispatch
The shared task board for coding agents: claim tasks, comment, message agents, save memory.
Engram Context Continuum
Morous-Dev/engram-context-continuum
Universal AI coding assistant memory — session handoff, SLM compression, and semantic retrieval.
Everkeep
st412m/everkeep
Your notes in one folder on your own server; AI clients read and edit it under write policies
Forensic Deepdive
Dhevenddra/forensic-deepdive
Persistent code knowledge graph + 9 composite MCP tools for AI coding agents.
GhostPaw Codex
GhostPawJS/codex
Local belief and memory engine with evidence, certainty, and honest revision history.
GhostPaw Grimoire
GhostPawJS/grimoire
Local procedural knowledge with spells, notes, and revision history.
Handoff
kirill-sviridov/handoff-mcp
Cross-session memory for Claude over MCP — prioritised briefs, supersession, cross-project recall.
HEIDES
AbduljabbarBXR/heides
Deterministic code analysis harness giving AI agents senses, memory and judgment for code.
HexWitness
siaginw/HexWitness
Durable, build-scoped reverse-engineering evidence memory and query tools for AI agents.
Homestead Memory
fuckbigtech-ai/homestead-memory
Tamper-evident record of what your AI agent did, plus local-first verifiable memory.
hubmesh
DemigodDSK/hubmesh
Deterministic multi-hop graph retrieval for RAG. Zero LLM calls in the query path.
JProfiler
ej-technologies/jprofiler-mcp
Java profiling with AI agent integration. Profile CPU, memory, JDBC, HTTP and more.
Living Memory
v1b3x0r/living-memory-engine
An MCP memory server. One memory your agents share — across models, devices and apps.
Memtrust
RudrenduPaul/memtrust
Independent, reproducible benchmark harness for agent-memory backends.
MemVault
dreamor/memvault
Local-first memory for AI agents: save, recall, dedupe, and share across MCP clients.
Metis
BrightbeamAI/metis
Governed tacit memory for AI agents: reviewed expert know-how, given only where conditions match
Monet
team-monet/monet
Local-first, state-centric memory for coding agents. MCP server + CLI.
nb
emcd/nb-mcp-server
MCP server wrapping the nb CLI for LLM-friendly note-taking
Peon Mem
VineetV2/peon-mem
Local-first memory brain for AI coding agents: hooks capture sessions, beliefs injected per prompt.
Poppy
trags-garden/poppy
Developer memory CLI and MCP server. Remember decisions, preferences, and lessons locally.
projectmind
Nodemint-dev/projectmind
Persistent project memory for AI coding agents: one compact digest instead of re-reading the repo.
Ratatosk
basphere/ratatosk-mcp
CNCF release intelligence: typed changes from release notes; check_stack compares versions locally.
recall
fainir/recall
Read and write Claude Code auto memory from Codex, Cursor or any MCP client. Zero dependencies.
Recall
j4ckxyz/recall
Private, encrypted memory about you, shared by all your AI agents. Self-hosted; runs on a Pi.
Vayl
ac12644/vayl
Reconciling memory for AI agents: a changed fact retires the old value, with history and approval.
Aimemo
MyAgentHubs/aimemo
Local, dependency-free memory server shipped as a single binary.
Kut
koraykutlu/kut
Local-first personal CRM that keeps your contacts as plain Markdown files. Read-only MCP server (kut.pyw --mcp): search people, open a contact card, see who to reach out to this week, recent conversations and a meeting brief. Contacts marked private are never listed, secrets are masked, and phone numbers and emails are never returned.
MemCore
ManuelWarland/MemCore
Long-term memory shared by every AI coding assistant on one machine: a single local SQLite file with FTS5 search and optional multilingual semantic search, no daemon and no cloud, reachable over MCP, a CLI or plain SQLite.
Roo Memory
mcasdfgf/mcp-roo-memory
Persistent fractal graph memory for coding agents: semantic search, hot/cold/archive context tiers and decision tracking on Qdrant.