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mcp

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.

Alces for Jira Data Center — an MCP server bridging Atlassian Jira Data Center with AI agents.

Multi-platform AI dev-team orchestration with a single canonical knowledge base. Plan-Approve-Execute workflows, validation gates, projected to GitHub Copilot, Gemini CLI, Opencode, and Cursor.

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

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

Monitoring of AmneziaWG tunnels for Keenetic/Netcraze routers via MCP and Telegram / Мониторинг AmneziaWG-туннелей на роутерах Keenetic/Netcraze через MCP и Telegram

SysML v2 CLI and MCP server. Composable tools for AI to query, validate, and render engineering models.

The core Swytchcode Execution Kernel for AI Agents & Developers.

A Model Context Protocol (MCP) server for GitLab

OrpycaMCP — Free, AGPL-v3 Electronic Records & Document Management System (SGDEA) for Latin American institutions. A FastAPI microservices reimplementation of Orfeo, compliant with Colombian archival law and AI-ready via the Model Context Protocol (MCP).

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

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

A Model Context Protocol (MCP) server for the Crystal language, providing tools to build, test, format, and inspect Crystal codebases.

Compagnon MCP de la suite sermo (haplo-dialog) : un serveur local, en lecture seule, qui met la documentation du projet à portée d'un assistant IA — syntaxe XML, widgets, exemples. Couvre gtk3sermo (GTK 3) et gtk4sermo (GTK 4), remplacement direct de gtkdialog.

PocketVault es un vault de contexto y documentación para proyectos, con server MCP, API y búsqueda integrada para ayudar a agentes de IA a recuperar solo la información relevante, reducir ruido, optimizar contexto y bajar el uso de tokens.

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

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

A Zig implementation of the Model Context Protocol (MCP) spec revision 2025-03-26. Features JSON-RPC 2.0, stdio/HTTP transports, OAuth2.1 authentication, worker thread pool with cancellation, and deterministic testing.

Composable server builder for zero-boilerplate capability composition for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

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