MCP Servers & Tools
The Model Context Protocol ecosystem: servers, clients and tooling that let agents talk to the outside world.

Turn your team's AI coding sessions, GitHub code, and docs into one shared, searchable memory — a self-hosted git truth store you query right from your editor over MCP.

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Agent Harness Platform — shareable workspaces, MCP tools, skills, memory, and cron/webhook automations. Self-hosted and transparent.

Forge a working, testable, publishable MCP server in 30s. TypeScript or Python, with example tools, the Inspector and tests included.

让医疗机构所有大模型流量:PHI 不外泄 · 模型走白名单 · 全量可审计 · 成本可控。

Model Context Protocol server giving Claude (or any MCP client) full read + write access to your Whoop fitness data via the private reverse-engineered iOS API. 47 tools: recovery, sleep, strain, HRV trends, Strength Trainer, journal, Whoop Coach, and smart alarm. TypeScript + zod, auto-refresh Cognito auth.

Durable, file-based long-term memory for AI agents. Five-package plugin family: SDK, CLI, MCP server, Hermes adapter, and a LangGraph BaseStore. No vector database, no embeddings.

Don't be the 40%. A production-ready blueprint for governing autonomous AI agents in IT operations — with executable policies, typed tool contracts, ISO 42001/NIST AI RMF mapping, and a 4-level maturity model. Vendor-neutral.

Edit Videos and Design Images with Claude code or Codex

Drive Siemens TIA Portal V20/V21 (STEP 7, WinCC Unified) from any MCP client — create projects, generate PLC & HMI, compile & diagnose. Prebuilt runtime, no Openness coding required.

Local-first MCP gateway. One port for every tool and every AI client: lazy discovery (~90% token savings), tool integrity + quarantine, secrets in the OS keychain.

Godot 4 MCP server for AI-assisted project inspection, editing, validation, and runtime automation.

Open-source MCP server for Altium Designer. 290+ tools for schematic, PCB, library & project automation over a persistent DelphiScript bridge: design review, audits, SVG render, connectivity-driven auto-placement, panelization, and an autonomous design-plan executor. Apache-2.0.

Approvable, local-first AI coding agent for regulated teams: policy controls, governed MCP, evidence packs, audit trails, secure remediation, and any OpenAI-compatible model.

The most comprehensive open-source MCP server for Bricks Builder — 105 tools for pages, templates, styles, SEO, content, and more.

OpenDART 전자공시MCP | 83개 API → 15 MCP 도구. 공시·재무·지분·XBRL + 버핏급 애널리스트 프레임(내부자 시그널·회계 리스크·퀄리티 체크리스트) + HWP/PDF 첨부 마크다운화 | 83 Korean DART disclosure APIs → 15 MCP tools with Buffett-grade analyst frames

Local-first AI daemon for Logseq OG: background semantic indexing, link hygiene, and agent-ready CLI/MCP — edits Markdown on disk (no cloud, no Logseq API). Karpathy LLM-Wiki inspired.

An AI workforce platform: role-specialized agents with multi-provider LLM, MCP, tasks, and a web + CLI UI. You're in charge.

Control 1 or more machines using computer use tools that integrates with your agents

Free Kagi Search MCP server — access search and summarizer via session tokens, no API key needed. Works with Claude Desktop, Cursor, Windsurf, Hermes and any MCP client.

Turn Claude Code into an equity-research agent: 24 analysis skills (Anthropic's open-source bundle + community), a single data MCP, and a personalization layer for investors at any level.

Copilot-style AI coding agent for VS Code, powered by DeepSeek V4.

Continuum — the agent runtime by ShyftLabs. Build, orchestrate, ship.

Native macOS system cleaner with YAML-driven safety rules, local AI explainability via MLX, and an MCP server for agent-controlled cleanup workflows.

Self-hosted AI workspace where chat becomes visual workflows, multi-agent operations, and reviewable automations. Local memory; local or cloud models

Talk to your LINE Official Account through AI. 48 tools (34 messaging + 14 LINE Shopping) — broadcasts, rich menus, Flex, coupons, insights, plus products, orders & checkout links. Works with Claude Cowork, Claude Code, Cursor & any MCP host. Zero infrastructure, free-tier ready.

Self-hostable study dashboard with a built-in MCP server, so that your Claude/ChatGPT subscription becomes x10 more effective for your semester

AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.

Isolated Linux desktop workspaces for AI agents — a hidden, agent-owned desktop and browser over MCP, so an agent can do GUI and web work without touching your real desktop.

Agentic runtime in Rust — persistent, supervised agents. Self-hosted, local-first, zero telemetry. Apache 2.0.