R

Repobrain

study8677

RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.

S

Stashbase

liliu-z

An open-source, local-first writing workspace where you can write with Claude Code and Codex, drawing on your own sources and past work.

C

Context Mode

mksglu

Free, local plugin that keeps tool output out of your coding agent's context window. Sandbox and SQLite FTS5 search, 99% fewer bytes in context. Works with Claude Code, Codex, Pi, OpenCode, Gemini CLI

J

Jcodemunch

jgravelle

Symbol-level code retrieval for AI agents: fetch the function you need, not the whole file. Runs locally. 96.2% fewer tokens per lookup on average than grep-and-read on our 15-lookup benchmark. Works

A

Aoci Code

aoci-spec

A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first MCP server + CLI in Go: a governed repository index of code k

H

Heym

heymrun

Build agentic systems. Run them with confidence. Orchestrate agents, automate business processes, inspect every execution, and keep humans in control. Deploy Heym on your own infrastructure.

N

Nocturne Memory

Thoại

Dataojitori

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, s

R

Ruflo

ruvnet

The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, feder

K

Korean Law

chrisryugj

법제처 국가법령정보를 LLM에서 바로 조회하는 MCP 서버. 법령·판례·조례 검색과 인용 검증 | MCP server for Korean law — search statutes, precedents, and ordinances, and verify citations

A

Arkon

nduckmink

Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (

D

Docs

Chính thức

com.stimulsoft

Stimulsoft Reports & Dashboards docs MCP server. Semantic search for all platforms.

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Docs

Chính thức

com.ntop

Search and query nTop's knowledge base and engineering guides from AI applications.

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IMAGIN.studio API Docs

Chính thức

io.github.IMAGINstudio

Semantic search over IMAGIN.studio API documentation — CDN, API, integration guides, and more.

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Memory

modelcontextprotocol

Persistent memory for agents as a local knowledge graph of entities, relations and observations. The reference server from the Model Context Protocol project.

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Sequential Thinking

modelcontextprotocol

Step-by-step problem solving for agents: break a problem into thoughts, revise them and branch. The reference server from the Model Context Protocol project.

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Xerj

xerj-org

AI search engine and MCP server for bots and agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory a

T

Trail Code

trailhq

One shared memory for every coding agent on your team. Claude Code, Cursor and Codex get a map of your code and your team's past decisions, so they pick up where you left off.

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Gentle Ai

Gentleman-Programming

Gentle-AI configures the AI coding agents you already use: Claude Code, Cursor, OpenCode, Codex, Pi, and more. Choose persistent memory, Organic-Driven Development, curated skills, MCP servers, person

U

Upsonic

Upsonic

Build autonomous AI agents in Python.

A

AutoRAG

Marker-Inc-Korea

Your Personal Librarian Agent. Ask anything on your computer, organize files, remember important info and files.

A

Agentset

agentset-ai

The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.

V

Video Search And Summarization

NVIDIA-AI-Blueprints

NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated r

V

Vllm Mlx

waybarrios

High-performance OpenAI and Anthropic compatible LLM inference server for Apple Silicon. Native MLX, continuous batching, multimodal models, MCP tool calling, and Claude Code support.

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Token Savior

Mibayy

MCP server that gets Claude to 97.9% (188/192) on a real coding benchmark at -80% active tokens and -83% wall time, vs 78.3% plain. Structural code navigation + persistent memory engine. Works with ev

G

Graphify

Graphify-Labs

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, e

U

Understand Anything

Egonex-AI

Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI,

C

Codegraph

colbymchenry

Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, CoPilot, and Hermes Agent — fewer tokens, fewer tool calls, 100% loca

C

Codebase Memory

DeusData

Local code intelligence for developers and AI agents. Connect code, docs and infrastructure in a persistent graph, with CBM Lens, MCP tools, agent integrations and change-aware test selection.

X

X711io Universal Gas Station Market And Intelligence

ramboweb3

Pay-per-call tool API for autonomous agents. x402 payments on Base. 27 tools including web search, price feeds, and The Hive shared memory layer.

A

Ai Memory

akitaonrails

Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors

C

Colour Memory Cultural Color Intelligence For AI

digby-oldridge

The world's only historically grounded colour archive built for AI agents. Thousands of named colours across dozens of cultural archives spanning Ancient Rome, Byzantine Empire, Georgian Pleasures, D

I

Ia Qa MCP Llm And RAG Testing Dev/QA Toolbox

ia-qa

IA-QA as an MCP Server Use IA-QA's developer tools to test your llm agents RAG ai tools, directly from Cursor, Claude Desktop, Windsurf, or any AI agent without leaving your IDE. Many classical testi

D

Delx MCP Server

delx

Agent operations platform with 20+ tools for AI agents. Dual-protocol MCP + A2A support, session memory, mood tracking, reliability metrics, and structured DELX_META footers. Built for production agen

M

Memxus

memxus

**Memxus** is multi-platform persistent memory for AI assistants. Save project context, preferences, and decisions once — recall them in Claude, ChatGPT, Cursor, and other MCP clients. ## What it doe

5

5ire

nanbingxyz

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

J

Jcodemunch

jgravelle

Symbol-level code retrieval for AI agents: fetch the function you need, not the whole file. Tree-sitter powered, ~95% fewer tokens per lookup. Works with Claude Code, Cursor, Codex & any MCP client. 1