Results for “semantic”

Matrix Hub is a lightweight, production‑grade catalog and installer service for AI agents, tools, and MCP servers. It in

A curated list of awesome MCP servers focused on DevOps tools and capabilities.

AI memory brain for Claude Code, Cursor, Copilot & Windsurf — 120+ MCP tools. Persistent sessions, lessons learned, sema

A list of GitHub Copilot assets, such as prompt files, chat modes, MCP servers and methods collected in one place.

Semantic git queries via MCP. Beyond git log — answer who/what/when/why about any line, file, or branch.

@motherduckdb✓ Official

Engineering reliable analytics agents from scratch with DuckDB, MCP and a semantic layer

Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot. Long-term memory via Model Context Protocol wi

@zilliztech✓ Official

A Model Context Protocol (MCP) server seamlessly connecting AI Agents and AI coding tools with Zilliz Cloud https://zil

Open-source, self-hosted knowledge backend for AI agents — hybrid search (vector + keyword), MCP server, 5 connectors, D

AI powered automation toolkit which acts as an agent that discovers MCP servers for you. Point it at GitHub/npm/configur

MCP server: search + execute over OpenAPI 3, Swagger 2, or Google Discovery, with optional internal GraphQL for lean API

Open-source cross-agent memory layer for coding agents via MCP. Compatible with Cursor, Claude Code, Codex, Windsurf, Ge

@modelcontextprotocol✓ Official

Incubation space for the MCP Triggers & Events Working Group

Self-hosted MCP server connecting Claude to Odoo 15→19 — 197+ tools, multi-tenant, Bulgaria l10n

Scenic pedestrian routing MCP server — plan walks along parks, rivers, and landmarks via Claude/ChatGPT/etc. Powered by

A Cloudflare-powered MCP (Model Context Protocol) Server that allows you to search and query your GitHub starred reposit

An MCP server (stdio + HTTP/SSE) that fetches video transcripts/subtitles via yt-dlp, with pagination for large response

Model Context Protocol server for Open Policy Agent (OPA). Author, validate, debug, and explain Rego policies through an

gitctx is an MCP server that gives agents and IDE assistants targeted, up-to-date access to GitHub repositories. Open-so

@e2b-dev✓ Official

A list of MCP gateways

@harness✓ Official

This is the official repo for the Harness MCP server

Universal MCP gateway for AI agents — 618 tools, 191 providers. Bloomberg FIGI, SEC XBRL, npm, PyPI, climate, US Census,

IMAP/SMTP email server for AI agents -- 6 composite tools with multi-account and auto-discovery

Diagnose and Fix CUDA / GPU environments compatibility issues locally, in Docker, and CI/CD. CLI + MCP server available.

Composite MCP server for Godot Engine -- 17 mega-tools for AI-assisted game development

An open-source DevUtils MCP Server — a comprehensive developer utilities toolkit for the Docker MCP Catalog. It provides

Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, Git

Markdown-first Notion API server for AI agents -- 10 composite tools replacing 28+ endpoint calls

MCP server for generating Mermaid diagrams from projects (local/GitHub) and rendering via Kroki.

Advanced Agentic Development Environment Supporting Devpods, Rackspace Spot Instances, Github Codespaces, Google Cloud S

Opinionated, repo-local configuration for GitHub Copilot (Chat + Agent mode): instruction hierarchy, reusable prompt fil

@apify✓ Official

A universal CLI client for MCP. mcpc supports persistent sessions, stdio/HTTP, OAuth 2.1, tasks, JSON output for code mo