O

OpenBriefing

Paola3stefania

MCP server that gives AI agents persistent memory -- briefings from GitHub, Discord, and past sessions

S

Shipit Agent

shipiit

Powerful Python agent runtime with tools, MCP, Hooks, Skills, Rag, memory, sessions, reasoning, and streaming packets.

E

Engine

nexusyn

Open-source long-term, time-aware memory engine for AI agents (MCP + hybrid search + bi-temporal recall)

N

Nesift

scottgl9

Fast, local semantic search over web content for AI agents. Hybrid BM25 + potion-retrieval-32M embeddings, cross-page dedup, token-budget mode, MCP server, SearXNG bridge. ~90% fewer tokens than raw w

M

Mitre

lidless-labs

MCP server for the MITRE ATT&CK knowledge base: map alerts to techniques, profile threat groups, analyze detection coverage, and enrich SOC workflows from an AI client.

W

Wso2 Docs

ทางการ

io.github.iamvirul

Semantic search over WSO2 docs (APIM, IS, MI, Choreo, Ballerina) via RAG and pgvector.

L

Lore

buchbend

Workflow and knowledge layer for teams coding with Claude Code. Each session starts with ≤5k chars of repo-scoped context, follows one workflow (orient → grill → epic → build → document), and files ev

O

Olo Toolgate

olo-labs

Zero Trust for Agentic AI. Secure Every Tool Boundary. Control which AI agents can use which tools

O

Ompa

jmiaie

Persistent, citable memory for any AI agent: verbatim markdown vault, temporal knowledge graph and local hybrid search over MCP. R@5 0.981 on LongMemEval-S with 0 LLM calls.

N

Nektar

kryptokrates

The agent knowledge economy — persistent memory, paid knowledge exchange, verifiable records and BSV settlement. Independent agents. Competing providers.

B

Bureau

mahoudeau

The self-hosted bureau for AI agents: they get briefed on missions from a durable task queue, file what they learn into a markdown+git brain, and show up for work in a 8-bit Gameboy inspired office.

S

Sovereign Stack

templetwo

MCP server for AI memory, governance, and continuity across session-death. A self-verifying chronicle: honest on write, on read, on reach, and about itself — a failed write can't report success, a par

A

AI Memory Book

Afloat16

Local AI conversation memory: projects as books, tasks as chapters, and cited evidence pages. Python + SQLite, adaptive pagination, MCP, and reproducible benchmarks.

I

Icemage

ncmonx

Token-efficient context engine for AI coding agents. v2.23.0: token-killer pack — deep-forget (unlearning propagation), dangling-reference guard, MCP schemas-on-demand. 2462 tests, 43 MCP tools, Ela

P

Project

Hela-Ecosystem

An MCP server that acts as a central memory system and workflow guardian for AI agents, featuring knowledge graph capabilities and autonomous guidance prompts.

2

2ndbrain

apresai

AI-native markdown knowledge base with semantic search, RAG, and MCP server

E

EvoKernel

damonless

Deterministic Self-Evolving Meta-Kernel for AI Coding Agents — Offline Git Worktree Evolution, Zero-Dep Deliverable Inspector, AST Cognitive Memory & 5-Tool Meta-MCP Gateway

Z

Zed MCP Server Basic Memory

ossfellow

Basic Memory MCP server integration, for Zed Editor's Assistant.

H

Hicortex — AI Fleet Memory

ทางการ

io.github.gamaze-labs

Shared fleet memory for AI agents: nightly self-correction, recall every prompt (supported agents).

R

Rag Server

bengtfrost

High-performance RAG server in Rust. Hybrid BM25 + vector search, dual rerankers (BGE/Mxbai), exact BPE tokenization, MCP tools for Goose/Aider, LRU query cache, 100% local. 800% iGPU speedup on Void

M

Magus

egladman

A fast, cross-platform build system and task orchestrator for polyglot monorepos. One statically linked Go binary, no second toolchain to install.

K

Krusch Stack

kruschdev

All-in-one open-source toolkit for reliable AI agents: memory, code search, safe execution, and evaluation in one npx install.

M

Mscodebase Intelligence

ManSio

Intelligent codebase search & indexing . Async MCP server featuring LanceDB/BM25 hybrid search, multi-bucket RAG, and autonomous self-healing workflows. High-performance, memory-safe, and ready for yo

R

Rag Vault

ทางการ

io.github.RobThePCGuy

Local RAG MCP server with hybrid search, PDF/DOCX support, and zero-config setup

G

Graspful

willwearing

Agent-first adaptive learning platform. Create courses as YAML knowledge graphs via CLI or MCP server. AI agents scaffold, fill, review, and publish — no UI required. Adaptive diagnostics, spaced repe

E

Engram

aiconnai

MCP memory server for Claude Code, Cursor and AI agents - Rust local-first AI memory with hybrid search, SQLite, knowledge graph and Python/TypeScript SDKs

N

NotDory

jchristn

NotDory is durable memory your agents manage themselves — so every session starts where the last left off.

H

Hela MCP Ecosystem

Hela-Ecosystem

Immortal cellular AI tooling ecosystem built on Model Context Protocol (MCP) with dual-backbone orchestration, persistent knowledge graph, and multi-client profiles.

M

MCP Threadbridge

dereklei12

Persistent AI memory server with hybrid semantic search (MCP protocol)

C

Ctx Saver

ChonlakanSutthimatmongkhol

A self-hosted MCP server (Go) that reduces AI context window usage by sandboxing large tool outputs and returning compact summaries instead of raw text.

M

Ministr

AlrikOlson

Code intelligence MCP server for AI coding agents. AST-level codebase understanding — semantic search, symbol navigation, real reference graphs, and cross-language bridge detection across many languag

M

Mcpblade

flarexio

MCPBlade is a powerful aggregation and management service for Model Control Protocol (MCP) servers. It provides intelligent tool discovery, semantic search, and smart routing capabilities to seamlessl

E

Eruka

dirmacs

MCP server for Eruka — anti-hallucination context memory for AI agents

A

Attention Matters

srobinson

Geometric memory engine on the S³ hypersphere — quaternion drift, phasor interference, MCP server

A

Al Buddy Memory

ทางการ

io.github.flytomoon

Governed local memory for AI agents: facts are retired, not overwritten, and every call is audited.

S

Semantic Memory

RecursiveIntell

MCP server wrapping semantic-memory — local-first knowledge management with evidence-scored retrieval, contradiction detection, and adaptive routing