L

Lain

spuentesp

High-performance MCP server for AI coding agents: persistent knowledge graph, blast radius analysis, semantic search. Built in Rust.

A

Aelfrice

robotrocketscience

Bayesian memory that learns from feedback for LLM agents

R

Roberto

kensave

Simple Code Analysis MCP server, language agnostic with code indexing and search capabilities.

P

Pluribus

johnnyjoy

Persistent memory MCP server for AI agents (MCP + REST)

A

Alibaba Cloud

nirholas

MCP server for Alibaba Cloud DashScope: Qwen chat, embeddings and model discovery with your own API key.

S

Shade Tree Node

dmarzzz

ShadeNet: anonymous Tor egress for AI agents, zk-proof gated. A local HTTPS proxy and MCP server for the agent; Shade Tree nodes provide the egress. Research preview on Sepolia.

C

Claude Memory Manager

byronfichardt

Automated, self-organizing memory system for Claude Code. MCP server + UserPromptSubmit hook + AI-powered organization.

V

Veles

julymetodiev

Fast hybrid (BM25 + semantic) local code search for AI agents - pure Rust, persistent index, MCP/gRPC servers, tree-sitter symbols

R

Rag

MasihMoafi

Local hybrid-search (BM25 + vector + reranking) MCP server — ask questions of any local codebase or document folder, fully offline

D

DocGraph

Detective-XH

Govern your documents like code. MCP server that indexes .md/.docx/.html/.pdf into a SQLite knowledge graph and runs drift audits — stale policies, conflicting research claims, superseded docs, undocu

D

Dakera

Dakera-AI

Self-hosted MCP server for AI agent memory — 14 core tools, profile-based tiering (86+ available). 88.2% LoCoMo. Works with Claude, Cursor, Windsurf.

N

Neo4j Memory

mcp

Provide persistent memory capabilities through Neo4j graph database integration.

E

Evermemo

venkatofl

A tiny, universal memory engine for humans and AI agents — CLI, HTTP API, MCP server, and shared memory hub in one small Go binary

E

Emer Ai Tools

emercoin

The original Emercoin agent gateway — kept for its history and the node/wallet images. No longer deployed; development continues at steledger/steledger-gateway (service: api.steledger.com).

A

Adaptive Agent Memory Research

krapcys1-maker

Open research on long-term memory for LLM agents: local-first, model-agnostic, preregistered where possible, negative results kept. Current work: a writer-memory benchmark, a one-file memory module an

C

Cratedb

crate

CrateDB MCP Server for natural-language Text-to-SQL and documentation retrieval.

P

Pseudolife Memory

ทางการ

io.github.Pseudogiant-xr

Persistent memory for MCP-compatible agents: memory bank, fact cortex, dreams, graph.

D

Diariz

kenhayward

Self-hosted, multi-user transcription platform: record or upload audio. Speaker-labeled, timestamped transcripts, Recognize speakers across recordings, Summarize, extract action items and chat over yo

M

MCP Memory

corporatepiyush

MCP Knowledge Graph Persistent Memory server written in Rust

C

Cortex

JoseJimenez-M

Self-hosted MCP server that lets Claude, ChatGPT, Meta Muse and any MCP client read and write one Markdown vault (Obsidian-compatible). Go, OAuth 2.1 with passkeys, no shell, no hard deletes.

I

Inspeximus: Agent Memory With Provenance, GDPR Erasure And A Tamper Evident Audit Trail

ทางการ

io.github.DanceNitra

Self-correcting agent memory: recall, supersede, revert, forget, GDPR erasure, audit receipts.

C

Codesynapse

sohilladhani

MCP server for code intelligence - maps source code into a knowledge graph so AI tools understand architecture, not just files. Built in Rust.

Z

Zed MCP Server Threadbridge

dereklei12

Model Context Protocol Server for persistent AI memory with hybrid semantic search on Zed

C

Cursor Kg

Nonymaus

High-performance Knowledge Graph MCP Server for Cursor IDE with local embeddings, advanced search, and comprehensive security features

P

Presence

sara-star-quant

Per-repo memory, outcome telemetry, and a calibrated-confidence gate for Claude Code, with MCP and AGENTS.md projections so other AI coding tools can read its context. Notes survive sessions; success

D

Dexio

dexio-wiki

One wiki for all your agents. The server behind dexio.wiki: MCP, the web app, history and sharing.

V

Vault

dignite-projects

Channel layer that turns any content needing IDP — scans, photos, image PDFs, Office files — into trustworthy structured data (OCR + Markdown + metadata + optional field extraction), exposed via REST

G

Garage Rag

lwm-luminx

A utility for reading in the corpus of your life...

R

RE Call MCP Memory Server

ทางการ

io.github.GiulioDER

Agent memory on SQLite or Postgres that flags superseded facts and abstains instead of guessing.

F

Frootai

frootai

From the Roots to the Fruits !

R

Ragmap

khalidsaidi

Find a retrieval MCP server that works today: a daily-checked list of MCP servers that search knowledge

P

Picoqmd

altSeneca

Lightweight QMD alternative: fully local hybrid search engine (BM25 + vector + rerank) and MCP server in a single ~15MB Go binary. No Node.js. Runs on Raspberry Pi.

M

MIND

ทางการ

io.github.theastraway

MIND knowledge-graph memory for agents. 44 tools: CRM, Life, MoneyMIND, Budget, Sheets, Email, Sign.

F

Ferrosa Memory

ferrosadb

Ferrosa Memory is an MCP-native memory server. Typed facts with history, plans, skills, graph relationships and folded context — returned by meaning, keyword, sound, or graph traversal. Forgetting is

H

Hot

hot-dev

Hot Dev: Hot Language and AI Workflow/Agents Platform

P

Prod Code

alex09x

Remote code intelligence and build server for AI coding agents via MCP: semantic navigation, safe refactoring, builds and tests on remote nodes.