#mcp

Open-source infrastructure for agents that learn from experience. Capture production traces and turn lessons into reusable knowledge and skills.

Wayland - The AI Agent That Perceives. Reasons. Acts. Evolves.

Open-source agent runtime — SSH-native isolation, eBPF egress policy, Kubernetes + LXC backends, GPU passthrough, MCP-native CLI

Symbol Delta Ledger (SDL-MCP) is a policy-centered context budget layer for coding agents: Symbol-graph intelligence combined with precision tools. It turns sprawling codebases into compact, high-signal context that saves tokens, speeds up workflows, and improves agent output.

C++ MCP SDK - build Model Context Protocol (MCP) servers and clients in C++ / CPP. Enterprise-grade security, observability, connectivity. Stdio, HTTP+SSE, Streamable HTTP, WebSocket, TCP transports. Bindings for Python, TypeScript, Go, Rust, Java, C#.

MCP server for SAP ABAP development via ADT REST API

ThumbGate Pre-Action Checks self-improve from ranked lessons and repeated failures, hard-block detected secret leaks, and block matches in strict mode.

The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.

Agent-native flight & hotel search and booking — MCP server, CLI, and Python/JS SDKs. Hundreds of airlines plus the major booking sites, with per-flight reliability history. Free-cancellation hotel rates: hold the room with a small upfront charge, then pay the balance later by link, up to the hotel's own deadline.

Package software with ease 📦 Versatile deb, rpm and apk packager fueled by PKGBUILD specfiles and golang

An embeddable, expressive semantic layer for AI agents and humans — by Motley

Use MCP and OpenAPI to safely control Proxmox VE VMs, LXCs, backups, and snapshots from LLMs and AI agents.

PyPI capacity-planning CLI for LLM deployment. pip install chimeraforge.

MCP server for AWS infrastructure analysis — DynamoDB, Lambda, SQS, SNS, S3, API Gateway, PostgreSQL, MySQL, MongoDB, Kafka & IaC drift. Works with Claude Code, Cursor, and GitHub Copilot.

MCP server for Coolify — 42 optimized tools for managing self-hosted PaaS through AI assistants

P2P networking library - DHT, QUIC transport, four-word addresses, MCP integration. (Rust)

The context every AI coding agent reads — authors AGENTS.md, CLAUDE.md, GEMINI.md & .cursorrules from your repo's real stack. IANA-registered .faf format.

Agent Manifest SDK. Hardware-anchors all 10 artifacts defining an agent at deployment. Python and TypeScript.

CLI and MCP server for the Qonto banking API

Yunxiao MCP Server provides AI assistants with the ability to interact with the Yunxiao platform. It provides a set of tools that interact with Yunxiao's API, allowing AI assistants to manage Codeup repository, Project, Pipeline, Packages etc.

AotterMantle SDK: agent-native CMS runtime, manifests, admin UI, and Cloudflare adapter.

Your own search engine

Open-source operational advisor for ClickHouse — real-time monitoring plus AI-driven index/partition/materialized-view recommendations.

모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX, PDF, Office) to Markdown — CLI and MCP server with form filling and diff

API Framework supporting REST and RPC.

Litestar plugin for Model Context Protocol (MCP) — expose route handlers as MCP tools and resources for AI agents.

Search ClinicalTrials.gov trials, retrieve study details and results, and match patients to eligible trials via MCP. STDIO or Streamable HTTP.

Shared Go and Rust libraries for Symaira public-core tools

MCP and REST control plane for AI agents to operate creative software: shared Rust/Python runtime, multi-instance gateway, CLI, skill discovery, and studio workflow infrastructure for DCC-MCP.

Huly MCP and CLI: Feature-complete MCP server and CLI for Huly platform