model-context-protocol — independent software & tools
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boardstate
Your dashboard is data. Any AI can build it; any human can edit it. A protocol + runtime for agent-composable dashboards — layout-as-data, one guarded control plane, sandboxed agent-authored widgets, MCP server included.
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mcp-remote
The bridge for remote MCP — seamless OAuth, resilient auth recovery, production-grade reliability
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mcp-webasyst-codex-toolkit
Unofficial Codex-First MCP for Webasyst 2026 – Apps, Plugins & UI Audit Tools
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unityxclaude
Control Unity Editor with Claude via MCP to create scenes, edit components, manage assets, run builds, and execute C# from chat
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shelf
Local tool library for macOS — keep the tools you build, launch them in a click, and share them honestly with your AI agents over MCP. Local-first, no account, MIT.
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aipermission
Local-first permission gateway for AI agents: connector-based SSH, Postgres, and Redis access with scoped tokens, human approval, audit logs, and encrypted local credentials.
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mcp-gsc
Hosted MCP server for Google Search Console. Connect Claude, Cursor, ChatGPT, or any MCP client and ask about your site's Google Search performance — clicks, impressions, rankings, indexing, sitemaps. Sign in with Google, no API keys. Self-hostable on Cloudflare Workers. By digestseo.com.
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renforge-mcp
Free, open-source MCP server for Ren'Py visual-novel development — give AI agents full control of a Ren'Py project (analyze, write, run, see, test).
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Obsidian-vault-api
Obsidian plugin that exposes your vault as a local MCP server for Claude Desktop app
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webasyst-ai-workbench
Webasyst MCP Server 2026: AI Tools for Apps, Plugins & Themes
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oracle-forms-mcp
MCP server that exposes Oracle Forms modules (.fmb/.mmb/.pll/.olb) — blocks, triggers, PL/SQL, object XML — to AI assistants for legacy modernization and code review.
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Chaos-MCP
Chaos-MCP is an MCP stdio server that runs isolated mutation testing against a target codebase to expose gaps in its test suite. It wraps four language engines — StrykerJS (TS/JS), cosmic-ray (Python), cargo-mutants (Rust), Infection (PHP) — and exposes three tools: audit_code_resilience, triage_test_coverage, and estimate_audit.
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claudinho
⚽ 2026 World Cup live scores in your terminal — MCP server, CLI & statusline for Claude Code and Cursor. No API keys. Not affiliated with FIFA or Anthropic.
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attestral
Open-source security scanner for MCP servers and AI agents: finds prompt injection, tool poisoning, and excessive agency, and models the cloud your agents can reach. pip install attestral.
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AynOps
An Open Sourced Model Context Protocol (MCP) Local server that gives AI Clients real-time cybersecurity reconnaissance capabilities
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3ngram
Persistent, typed memory for AI agents — open-source MCP server, REST API, SDK, CLI, worker, and self-host backend.
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todox
Working memory for developers and their agents — an agent-first task log with decisions, dead ends and handoffs, reachable over MCP
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daedalus
Daedalus is a standalone terminal-based AI coding assistant that runs on your machine. It connects to local LLM servers (LM Studio, Ollama, llama.cpp, vLLM) or remote providers (OpenAI, Groq, OpenRouter, Anthropic), routes requests intelligently, and gives your AI agent access to your file system, terminal, git, web search, and codebase indexing
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NexusLink
Unreal Engine MCP plugin — expose editor, assets, blueprints, and PIE to AI clients via Streamable HTTP & WebSocket (works with Rider/VS Code proxies).
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kalshi-mcp-server
Self-hosted MCP server for Kalshi prediction markets. Native RSA-PSS auth, token-bucket rate limiting, demo/prod safety controls. Designed to be forked and deployed.
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dsh-harness-mcp-server
Expose DeepSeek Harness agent capabilities as an MCP server (brain=Hermes, arms=Harness)
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coinrithm-agent-trading
Let any AI agent (Claude, ChatGPT/Codex, Gemini) paper-trade on CoinRithm with a key you mint and control. Hosted MCP, local MCP, OpenAPI, skill + prompts.
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almanac
A fitness tracker you talk to instead of tapping through forms
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runar-forge
Persistent, semantically-searchable memory and a symbol-level code graph for AI coding agents. One static Rust binary — SQLite or PostgreSQL, MCP-compatible.
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fireflyiii-mcp
Connect any MCP client to Firefly III — 140 tools via stdio (PAT) or HTTP (OAuth
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klypix-mcp
Shared project brain and coordination layer for multi-agent coding — versioned decisions, evidence, active work, handoffs, and overlap awareness.
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mcp-agent-search-hub
Ultimate MCP Server Discovery & AI Jobs Hub 2026 – Build Smart Agents Fast
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opencode-browser-automator
Autonomous Web Agent Toolkit 2026 - AI Browser Automation for Testing & Scraping
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datacharter
Your data, explored locally — and your AI agents kept on a leash. A federated data explorer with governed agentic access.
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Argyph
Index codebases for AI agents with a single local binary providing semantic search, symbol graphs, and grep capabilities without API keys.
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n8n-mcp-server-python
Python MCP server that connects Claude to n8n workflow automation via the n8n REST API
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stealth-chrome-devtools-mcp
Undetectable browser automation for AI agents via MCP. Stealth Chrome DevTools with smart profile management, anti-detection arg filtering, and CDP access.
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mcp-migrate
Find and fix what the MCP 2026-07-28 spec revision breaks in your server. 21 rules, 5 autofixers, and a readiness board.
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cogo
COGO — la memoria con semáforo de confianza para construir software con IA. Suite Escriba.
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onyx-mcp
Proof of Agent Execution — the neutral trust layer issuing portable, signed execution credentials for AI agents (x402 · MCP · ERC-8004).
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rapprise
Rust MCP server and CLI for Apprise notification fan-out across dozens of delivery backends, with stdio/HTTP transports, auth, and plugin packaging.
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rgotify
Rust MCP server and CLI for Gotify push notifications, with stdio/HTTP transports, auth, Claude/Codex plugin packaging, and npm/GitHub Release distribution.
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runifi
Rust MCP server and CLI for UniFi Network controllers, exposing REST-backed network operations through MCP, CLI, auth, and plugin packaging.
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rytdl
Rust MCP server and CLI for yt-dlp media search/downloads, metadata tagging, transfer queues, Plex playlists, SSH/rclone targets, and MCP app search UI.
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soma
Batteries-included RMCP runtime and scaffold for shipping Rust MCP servers with CLI/REST/HTTP MCP, auth, providers, plugins, and generated contracts.
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albu-mcp
MCP server for AlbumentationsX image augmentation workflows
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model-workspace-protocol-tool
Deterministic workspace mapper that assembles layered LLM context from your project's folder tree.
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code-meridian
Local graph memory for AI coding agents, giving MCP-compatible tools precise codebase context before they edit.
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mozg
Exam-scored knowledge brains for AI agents: paste a docs URL, get a searchable brain over MCP with a measured score and known gaps. AGPL.
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open-compute-mcp
npm launcher for the open-compute MCP server: model-agnostic computer-use (screenshot, safety-gated actions, Windows UIA) over MCP; spawns the Python open-compute server from GitHub.
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opencode-research-mcp
Search, retrieve, and traverse academic papers efficiently using an MCP server with support for institutional paywalls and multi-source research.
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gachi-data-api
Deep, obscure Japanese data you won't find anywhere else — stations, accessibility, vacancy, hazards. Hand-verified, English-first, built for AI agents.
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unegui.mn-mcp
🇲🇳 MCP сервер — unegui.mn зарын сайтаас машин, үл хөдлөх, ажлын байр хайх | MCP server for Mongolia's largest classifieds marketplace
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simplelogin-mcp
Self-hostable MCP server for SimpleLogin email aliases, mailbox lookups, and account info via stdio or Streamable HTTP. Docker-ready.
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mwe-mcp
Persistent, structured memory for AI agents — a human-readable Markdown wiki, multi-user with per-fragment ACL, self-organizing overnight. Agent-agnostic via MCP. Self-hosted, AGPL.
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kimi-K2.6
Build full-stack applications with an autonomous IDE using an agent swarm architecture powered by the Kimi 2.6 model.
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SharpBridge
MCP debug server for .NET — launch, attach, set breakpoints, inspect variables, and step through code from AI agents
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unity-biome-mcp
MCP server for Unity Editor — 142 tools for scene, assets, animation, VFX, playtest & more
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unity-kiss-mcp
MCP server for controlling Unity Editor from Claude Code. TCP bridge, 98 tools, plugin system, token-optimized, in-editor chat.
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getxapi-mcp
Official GetXAPI MCP server. Use the Twitter/X API (search, users, tweets, posting, DMs, articles) inside Claude, Cursor and any MCP client.
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x402-farm
10 pay-per-call APIs for AI agents — x402 protocol, USDC on Base. Web extraction, screenshots, French company data, DNS… MCP server included.
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gw1-mcp
GW1 build compiler MCP server: skill data, template code encode/decode, validation, hero roster. Read-only.
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acikpoz
Turkish public construction unit-price (birim fiyat) catalog parser — PDFs into structured pozes. Deterministic, no ML, honest, MCP-native.
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index
Map one unfamiliar repo into a self-contained, verified wiki, or a whole workspace into a two-layer atlas of repos, docs, and dependency graphs. Built from file:line evidence, not guesses. Offline, deterministic, zero runtime dependencies, with a native MCP bridge.
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bde-score
🏆 Open-source multi-factor stock scoring API (0-100) | US/HK/A-Share 74 stocks | Zero signup | shields.io badges | GitHub Action | EU AI Act compliant