mcp-server — independent software & tools
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exomem
Self-hosted MCP server that makes your Obsidian/markdown vault searchable — text, PDFs, Office docs, images, audio — from any MCP client. Hybrid retrieval over a typed, governed corpus, sub-second at 50k notes; your files stay plain markdown.
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telegram-ai-monitor
Track Telegram messages with AI, classify them in real time, and view alerts and insights in a React dashboard.
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Synaptic
Auditable code intelligence for AI agents - map dependencies, predict change impact, select the right tests, and verify refactors before they ship.
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sportsdata-agents
Free, open-source agentic sports-data workbench — an agent team over live odds + stats: arbitrage & value detection, backtesting with CLV, monitors, racing, fantasy. BYO model key.
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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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albu-mcp
MCP server for AlbumentationsX image augmentation workflows
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android-agent
Control Android devices through ADB with this Python automation framework for task execution and phone farm scaling.
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marketnow
Trust layer for agent commerce. 8,560 MCP skills, Sentinel L1.5 security audits, AP2 mandates, x402 payments. Open source MIT.
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telegram-ai-scope
AI-Powered Telegram Monitor 2026: Real-Time Message Classification & Insights Dashboard
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tiro
The open-source reading OS that keeps everything you read as markdown files on your machine — with a frontier-model research assistant, and your own agents, on top.
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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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pi-shazam
A native codebase awareness extension for the Pi coding agent — 7 structural analysis tools (overview, lookup, impact, verify, changes, format, rename) powered by tree-sitter & LSP. Also available as MCP server for any AI agent.
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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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metagraphed
Operational metadata, health, schemas, and public interface discovery for Bittensor subnets.
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wigolo
The go-to web for your agent!
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lastest
Lastest Visual Regression Testing - Cloud/Self-hosted version
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canvas-drop
Self-hostable, open-source platform to deploy & share small static web apps ("canvases") inside your org — paste/drag/PUT a folder, get an instant secure URL. Five zero-config backend primitives (KV, files, AI, identity, realtime), an MCP server for AI agents, no telemetry.
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perseus
Live context engine and MCP server for AI agents. Resolves git, services, and tests into ready context. Local-first, MIT. PyPI: perseus-ctx.
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oura-mcp
Ask your Oura Ring anything, in ChatGPT or Claude, in any language. Remote MCP server for Oura data.
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periscope-mcp
Web-app QA, testing & analysis for AI agents — 74 Playwright tools: authenticated flows (2FA/SSO), 25-action E2E workflows, hard assertions, session reports, and accessibility / SEO / GEO / Core-Web-Vitals + Lighthouse audits across a page or a full crawled site. Battle-tested by an AI agent on real apps.
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ai-mind-map
🧠 MCP Server that reduces AI coding agent token usage by 80-99%. Knowledge graph + persistent memory + smart compression for Claude, Cursor, Copilot, and any MCP-compatible agent.
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grimoire-of-tools
Ultimate AI Spellbook Workflows 2026 – Build Multi-Platform Skills & Automation
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Do-SOUL-Alaya
The local-first memory plane for CLI coding agents. Codex and Claude Code attach via MCP; SQLite-backed, evidence-gated, no GUI. Cross-session memory that the agent proposes and a governance gate decides.
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Opptrix
Opptrix — 大模型驱动的投研助手 | Open-source LLM research assistant for China A-shares. 40+ MCP tools, factor screening, backtest, watchlist & Electron desktop. TypeScript · React · Fastify monorepo.
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nothumansearch
Search engine for AI agents — ranks sites by agentic readiness (llms.txt, OpenAPI, MCP, ai-plugin). MCP server, REST API, full-text search. 8,000+ indexed sites.
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claudegram
Connect your personal Telegram account to Claude Code using the MTProto protocol instead of the Bot API.
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voidly-pay
Off-chain credit ledger + hire marketplace for AI agents. Ed25519-signed envelopes, atomic settlement, hire-and-release escrow. https://voidly.ai/pay
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agent-recall-core
Core memory palace engine for AgentRecall
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@benborla29/mcp-server-mysql
MCP server for interacting with MySQL databases with write operations support
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@bitbonsai/mcpvault
Universal AI bridge for Obsidian vaults - connect any MCP-compatible assistant
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@djolex999/vir-cli
An LLM Wiki for Claude Code, in your Obsidian vault.
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@jtalk22/slack-mcp
Slack MCP without OAuth — 21 tools, session-based, local-first. Free OSS + hosted tier from $19/mo.
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local-mcp
Let ChatGPT, Claude, Cursor & any MCP client actually use your Mac — read & reply to email, manage your calendar, text over iMessage, find files, work with Teams, Slack & Office. On your Mac, no API keys, free.
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mcp-memory-graph
Local-first memory MCP server for Claude Code and any MCP client: hybrid vector + knowledge-graph search, bi-temporal recall, Obsidian sync. Runs 100% on your machine, $0/token.
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@microsoft/workiq
MCP server for Microsoft 365 Copilot
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@n24q02m/better-notion-mcp
Better MCP server for Notion API with composite tools optimized for AI agents
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notion-mcp-server
Notion MCP server for Claude, Cursor, ChatGPT, and Claude Desktop — connect AI agents to Notion via the Model Context Protocol. Create pages, query databases, append blocks, upload files, and more in natural language.
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obsidian-mcp-server
Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.
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patchwork-os
Your personal AI runtime, local-first. Patchwork OS gives any AI model a consistent set of tools, YAML recipes, a delegation policy with approval queue, and a durable trace memory — all on your machine, all under your policy.
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@structured-world/gitlab-mcp
Advanced GitLab MCP server
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@taazkareem/clickup-mcp-server
ClickUp MCP Server - Powering AI Agents with full ClickUp task, document, and chat management capabilities.
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vault-cortex
Set up a Vault Cortex MCP server for your Obsidian vault in one command: npx vault-cortex init
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@zereight/mcp-gitlab
GitLab MCP server for projects, merge requests, issues, pipelines, wiki, releases, and more
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neurostack
Index and search Markdown vaults as knowledge graphs to provide AI agents with persistent, structured long-term memory across sessions.
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MUSTer_MCP
📚 Simplify LLM access to the M.U.S.T. campus system, enabling smooth interactions with schedules, assignments, and course materials.
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dflow-mcp
📊 Access Kalshi prediction market data effortlessly with DFlow MCP, featuring tools for events, trades, and real-time analytics.
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HoloScript
The semantic layer for spatial computing and AI agents — write once, run as VR, robotics, web, or game.
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google-ads-mcp
Manage Google Ads accounts via MCP. Execute GAQL reads and secure two-phase mutations with full v24 API coverage for reliable ad campaign control.
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adk-web
🛠️ Streamline agent development and debugging with the Agent Development Kit Web UI for a seamless Google ecosystem experience.
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dbt-core-mcp
🤖 Enhance your dbt experience with the dbt-core-mcp server, your reliable partner for smooth development in Python and data transformation tasks.
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axon
Self-hosted web crawling and RAG pipeline with MCP tooling for scrape, crawl, ingest, embed, query, and ask workflows.
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taskflow
🚀 Streamline document processing with TaskFlow, a cost-effective pipeline that boosts accuracy and speed using specialized AI models.
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mcp-arr
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mcp-ollama-python
Ollama MCP Server, let's you chat with your local LLM running on your local OLLAMA server.
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n8n-skills
Enable AI assistants to design, explore, and automate n8n workflows using detailed node info and curated templates for efficient automation.
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precis-mcp
MCP server giving LLM agents a seven-verb API over papers, documents, code, state, patents, and cached web/Wolfram/YouTube tool calls
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MCP-rag-with-Chromadb
🗂️ Build a versatile MCP server with RAG capabilities, supporting multiple document formats using LangChain and ChromaDB for efficient data retrieval.
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renfe_mcp_server
🚄 Query Renfe train schedules with ease using an MCP server that integrates GTFS data and supports real-time pricing and flexible date formats.
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ai-specs
📁 Streamline AI development with comprehensive rules and configurations for consistent, high-quality coding across multiple AI copilots.
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promptbook-mcp
🤖 Store, search, and organize your AI prompts easily with RAG-powered semantic search in this plug-and-play server for developers.