M

mcp

Read-only mirror of https://github.com/jmrplens/gitlab-mcp-server. Please open code contributions on GitHub.

Slack as yourself, for an agent: one Go binary that is both an MCP server (stdio) and a slack CLI, authenticated with a user OAuth token. Includes the full procedure and approved request text for a GitLab team member to get their own app approved (docs/setup.md), and an AGENTS.md for the agent doing it.

Go library for building CLIs that double as MCP servers — one service layer, two interfaces (Cobra CLI + MCP tools).

Local-first, vision-LLM CAPTCHA solver for AI agents — MCP plugin + NopeCHA-style HTTP job API over any Chromium

Config-driven OpenAPI 3.1 → Gin/WebSocket/MCP/GraphQL server generator for Go

The core Swytchcode Execution Kernel for AI Agents & Developers.

Context advisor for coding agents - injects relevant facts into your session and keeps them up to date

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

IX-API documentation for agents: versioned docs as a typed HTTP API and MCP tools, Claude Code plugin with agent skills and an OAuth2 IX-API client.

MCP server for Gramps Web API — AI-powered genealogy research and management

Persistent semantic memory system for OpenCode sessions - MCP server with hybrid FTS/vector search

Agent supervision, memory distillation, and multi-model orchestration. Kybernetes steers AI agents — catching hallucination and drift before they compound.

CLI and MCP server for Sumo Logic — search logs, manage monitors, content, collectors, and query metrics.

Go CLI for Google NotebookLM — programmatic access to notebooks, sources, and audio overviews

Lean, fast Jira CLI and MCP server built in Go — same binary serves both the terminal and AI agents

Concurrent Workspace & Swarm Orchestrator — a deterministic Go-kernel MCP backend orchestrating LLM sub-agent swarms in ephemeral in-memory Git Shadow Workspaces with semantic AST merge.

Self-hosted MCP gateway. Connects Claude, ChatGPT, Codex and other AI agents to Jira, GitLab, Notion, Google Workspace and 25 more tools. Pre-integrated, GDPR-ready, with PII sanitization, write-safety, and audit logging.

A Model Context Protocol (MCP) server for GitLab

Static analyzer that turns a Python package's source into a queryable code graph (API surface, dependencies/architecture, impact, change-review, RAG).

CLI and MCP server for Slack — read channels, send messages, search, manage reminders and status.