C

Context Harness

parallax-labs

Local-first context ingestion and retrieval for AI tools. SQLite + embeddings + MCP server for Cursor & Claude.

M

MCP Databricks Server

RafaelCartenet

Model Context Protocol (MCP) server for Databricks that empowers AI agents to autonomously interact with Unity Catalog metadata. Enables data discovery, lineage analysis, and intelligent SQL execution

L

Lms Front

guillermoscript

Open-source multi-tenant LMS for creators and schools: sell courses on your own subdomain. Next.js 16 + React 19 + Supabase (RLS) + Stripe Connect, an AI tutor over MCP, gamification, certificates, i1

E

Ekwo Os

Ekwo-ai

Ekwo OS — an open double-entry accounting core for Postgres and Supabase. AGPL-3.0.

O

Opendevicedb

opendevicedb

Open directory of 30,000+ devices whose protocols or firmware are already open (OpenWrt, LineageOS, coreboot, QMK, Zigbee, printers, mice, tablets, drones…), so nobody — human or AI agent — redoes the

S

Saga

spranab

Your agent loses the plan between sessions, so saga-mcp gives it a SQLite-backed tracker for projects, epics, tasks, subtasks, dependencies, and notes: 41 MCP tools, an activity log, and a one-call da

S

Saga

공식

io.github.spranab

Jira-like project tracker for AI agents with SQLite, full task hierarchy, and dashboard

S

Skillroute

jestatsio

SkillRoute by JEStats — local-first skill routing for coding agents, with ranked matches, confidence, and evidence over MCP.

T

The Librarian

aka-kika

Skill librarian MCP server — every installed skill costs tokens; the librarian keeps your whole collection out of agent context. Agents ask, get the few right skills for the task, and their outcomes c

Y

Youtube

IA-Programming

YouTube MCP Server is an AI-powered solution designed to revolutionize your YouTube experience. It empowers users to search for YouTube videos, retrieve detailed transcripts, and perform semantic sear

S

Sessiongrep

braincompany

Local-first memory layer for CLI agents. Indexes Claude Code, Codex CLI, Cursor, Antigravity, and Pi sessions into SQLite + FTS5, searchable from a CLI, TUI, or MCP server.

A

Apisql

apisql-dev

一个 MCP Server 连接你的所有数据库，数据库 MCP Server 的瑞士军刀。One MCP Server for all your databases. The Swiss Army Knife of Database MCP Servers.

B

Binder

mpazik

Headless knowledge base with bidirectional Markdown sync

S

State Memory

putervision

Persistent, branch-aware workflow state memory MCP server for AI coding assistants. Tracks tasks, accepted decisions, and active blockers to prevent session context bloat and speed up development.

C

Codex Agent Mem

MarceloCaporale

Local-first Model Context Protocol (MCP) memory layer for Codex CLI/Desktop, Claude Code, Gemini CLI, Qwen/DeepSeek/Ollama and agent workflows. SQLite + FTS5 compact context packs, token savings, read

D

Deepsql

DeepSQLAI

The database agent for Postgres and MySQL - Point it at PostgreSQL or MySQL and ask questions in plain English — schema exploration, query generation, slow query analysis, index recommendations, gener

M

Mnemosyne

MnemosyneOS

Local-first MCP memory server for AI agents. Zero dependencies, SQLite on your own disk, 52 MCP tools with Mem0-compatible names. MIT.

D

Dbine

addlayer-io

DBine database manager: a free desktop app for 130+ SQL and NoSQL databases and cloud services, with notebooks, schema & data compare, cross-engine migration, a local AI assistant, an MCP server and e

D

Dense Mem

markhuangai

Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict detection, embeddings, recall, PostgreSQL, and pgvector

I

Iotdb

apache

Apache IoTDB MCP Server

L

Lazy Tool

mcp-shark

local-first MCP discovery runtime for agents — search before invoke, reduce prompt bloat, and route to local MCP tools

V

Vulnify

mez-0

CVE ingestion + enrichment pipeline with an MCP server for AI agents.

A

Altinity

Altinity

Model Context Protocol server to use ClickHouse databases in your AI agents

P

Pokemon Wiki

fantasticmao

神奇宝贝百科 SQLite 数据集 + Web API + MCP Server

T

Taskboard

tcarac

Local project management with Kanban UI, CLI, and MCP server for AI assistants. SQLite-backed, single binary, installable via Homebrew.

A

AgentMemory

hsuanshao

Self-hosted memory service for AI agents that work in teams, written in Rust: layered L0→L3 memory, async LLM distillation, hybrid BM25 + vector recall, and department/team/member isolation. SQLite or

C

Contrastapi

UPinar

Security intelligence API and MCP server in C: CVE, KEV, EPSS, package, domain and IP lookups, and a watch list that reports what changed.

A

AegisFlow

saivedant169

Local-first policy gateway for coding agents. Allow, review, or block MCP, shell, SQL, GitHub, and HTTP actions with scoped credentials and signed evidence.

K

Kratos

ceorkm

Memory System for AI Coding Tools - Never explain your codebase again. MCP server with perfect project isolation, 95.8% context accuracy, and the Four Pillars Framework.

A

Apple Mail

parasxos

MCP server for Apple Mail: sub-ms search over 300k+ messages via Mail's own SQLite index, verified sends, Exchange body backfill, triage plan/review/apply. 849 tests, MIT.

R

RAMen

Rohit-Dnath

RAMen is a fast in-memory data store like Redis, but built for AI: drop-in Redis protocol, native vector search, semantic caching, and a built-in MCP server for agents. Single Go binary, BSD-3.

C

Coco Search

VioletCranberry

Local-first hybrid semantic code search tool. Indexes codebases into PostgreSQL with pgvector embeddings via Ollama, combines vector similarity + keyword search with RRF fusion. Supports 30+ languag

Q

Qdrant

mhalder

MCP server for semantic search using local Qdrant vector database and OpenAI embeddings

O

Open MCP Apps

2nd1st

Persistent, interactive MCP Apps for any MCP host: the AI builds an app once, you both reuse it — data outlives the conversation. Ships an engine, a 22-app App Store, and a hosted version at openmcp.a

D

Dryrun

boringSQL

PostgreSQL schema intelligence MCP server with offline linting, migration safety, query validation for AI coding assistants.

A

Aeman

aenix-io

A short-term planning system for engineering teams — keep engineers focused, run daily sprints, and track unplanned work. Built on GitHub Projects v2 (no database of its own): one Go binary with an em