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Language: TypeScript. Last push: 2026-06-28T20:56:48Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-computer-use-mcp.svg","page_url":"https://www.marketnow.site/s/real-computer-use-mcp"},{"id":"mn-res-03178","name":"deep-research","slug":"real-deep-research","description":"Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.","category":"Search","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y deep-research","author":"u14app","version":"1.0.0","tags":["mcp","real","javascript","u14app","anthropic"],"source":{"type":"github","url":"https://github.com/u14app/deep-research","note":"Real MCP server. 4629 stars. Language: JavaScript. Last push: 2026-06-18T14:43:29Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-deep-research.svg","page_url":"https://www.marketnow.site/s/real-deep-research"},{"id":"mn-gen-04752","name":"growi-mcp-server","slug":"real-growi-mcp-server","description":"A Model Context Protocol (MCP) server that connects AI models to GROWI wiki content. Enables LLMs to search and retrieve information from your organization's knowledge base for accurate, context-aware","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y growi-mcp-server","author":"growilabs","version":"1.0.0","tags":["mcp","real","typescript","growilabs"],"source":{"type":"github","url":"https://github.com/growilabs/growi-mcp-server","note":"Real MCP server. 17 stars. Language: TypeScript. Last push: 2026-07-06T02:11:02Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-growi-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-growi-mcp-server"},{"id":"mn-gen-06293","name":"bifrost","slug":"real-bifrost","description":"Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.","category":"Monitoring","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/maximhq/bifrost","author":"maximhq","version":"1.0.0","tags":["mcp","real","go","maximhq","ai-gateway"],"source":{"type":"github","url":"https://github.com/maximhq/bifrost","note":"Real MCP server. 6278 stars. Language: Go. Last push: 2026-07-06T02:24:42Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-bifrost.svg","page_url":"https://www.marketnow.site/s/real-bifrost"},{"id":"mn-gen-06735","name":"mlflow-mcp-server","slug":"real-mlflow-mcp-server","description":"MLflow MCP server — experiments, runs, registered models, model versions, logged models (v3), traces, and assessments","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/us-all/mlflow-mcp-server","author":"us-all","version":"1.0.0","tags":["mcp","real","typescript","us-all"],"source":{"type":"github","url":"https://github.com/us-all/mlflow-mcp-server","note":"Real MCP server. 1 stars. Language: TypeScript. Last push: 2026-06-19T03:58:21Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mlflow-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-mlflow-mcp-server"},{"id":"mn-gen-07616","name":"deepseek-mcp-server","slug":"real-deepseek-mcp-server","description":"Model Context Protocol server for DeepSeek's advanced language models","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y deepseek-mcp-server","author":"DMontgomery40","version":"1.0.0","tags":["mcp","real","typescript","dmontgomery40","deepseek-api"],"source":{"type":"github","url":"https://github.com/DMontgomery40/deepseek-mcp-server","note":"Real MCP server. 345 stars. Language: TypeScript. Last push: 2026-04-24T16:49:50Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-deepseek-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-deepseek-mcp-server"},{"id":"mn-gen-08299","name":"yt-dlp-mcp","slug":"real-yt-dlp-mcp","description":"A Model Context Protocol (MCP) server that bridges Video & Audio content with Large Language Models using yt-dlp.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y yt-dlp-mcp","author":"kevinwatt","version":"1.0.0","tags":["mcp","real","typescript","kevinwatt"],"source":{"type":"github","url":"https://github.com/kevinwatt/yt-dlp-mcp","note":"Real MCP server. 258 stars. Language: TypeScript. Last push: 2026-05-20T17:11:25Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-yt-dlp-mcp.svg","page_url":"https://www.marketnow.site/s/real-yt-dlp-mcp"},{"id":"mn-gen-08915","name":"MemoryMesh","slug":"real-memorymesh","description":"A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/CheMiguel23/MemoryMesh","author":"CheMiguel23","version":"1.0.0","tags":["mcp","real","typescript","chemiguel23","ai"],"source":{"type":"github","url":"https://github.com/CheMiguel23/MemoryMesh","note":"Real MCP server. 348 stars. Language: TypeScript. Last push: 2026-03-01T22:27:33Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":71,"badge_url":"https://www.marketnow.site/api/badge/real-memorymesh.svg","page_url":"https://www.marketnow.site/s/real-memorymesh"},{"id":"mn-ai-11002","name":"rails-mcp-server","slug":"real-rails-mcp-server","description":"A Ruby gem implementation of a Model Context Protocol (MCP) server for Rails projects. This server allows LLMs (Large Language Models) to interact with Rails projects through the Model Context Protoco","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/maquina-app/rails-mcp-server","author":"maquina-app","version":"1.0.0","tags":["mcp","real","ruby","maquina-app"],"source":{"type":"github","url":"https://github.com/maquina-app/rails-mcp-server","note":"Real MCP server. 564 stars. Language: Ruby. Last push: 2026-06-22T18:44:31Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-rails-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-rails-mcp-server"},{"id":"mn-gen-11932","name":"smart-coding-mcp","slug":"real-smart-coding-mcp","description":"An extensible Model Context Protocol (MCP-Local-MRL-RAG-AST) server that provides intelligent semantic code search for AI assistants. Built with local AI models, inspired by Cursor's semantic search.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y smart-coding-mcp","author":"omar-haris","version":"1.0.0","tags":["mcp","real","javascript","omar-haris","ai"],"source":{"type":"github","url":"https://github.com/omar-haris/smart-coding-mcp","note":"Real MCP server. 199 stars. Language: JavaScript. Last push: 2026-01-06T15:22:18Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":71,"badge_url":"https://www.marketnow.site/api/badge/real-smart-coding-mcp.svg","page_url":"https://www.marketnow.site/s/real-smart-coding-mcp"},{"id":"mn-real-enigmapython","name":"enigma-python","slug":"real-enigma-python","description":"A simple yet faithful library to emulate different Enigma machines models using Python","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install enigma-python || uvx enigma-python","author":"denismaggior8","version":"1.0.0","tags":["mcp","real","python","denismaggior8","crypto-museum"],"source":{"type":"github","url":"https://github.com/denismaggior8/enigma-python","note":"Real MCP server. 15 stars. Language: Python. Last push: 2026-04-21T09:05:46Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-enigma-python.svg","page_url":"https://www.marketnow.site/s/real-enigma-python"},{"id":"mn-real-apisixmcp","name":"apisix-mcp","slug":"real-apisix-mcp","description":"APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y apisix-mcp","author":"api7","version":"1.0.0","tags":["mcp","real","typescript","api7","api-management"],"source":{"type":"github","url":"https://github.com/api7/apisix-mcp","note":"Real MCP server. 39 stars. Language: TypeScript. Last push: 2025-06-16T07:53:11Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-apisix-mcp.svg","page_url":"https://www.marketnow.site/s/real-apisix-mcp"},{"id":"mn-real-rosmcpserver","name":"ros-mcp-server","slug":"real-ros-mcp-server","description":"Connect AI models like Claude & GPT with robots using MCP and ROS.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install ros-mcp-server || uvx ros-mcp-server","author":"robotmcp","version":"1.0.0","tags":["mcp","real","python","robotmcp","mcp"],"source":{"type":"github","url":"https://github.com/robotmcp/ros-mcp-server","note":"Real MCP server. 1334 stars. Language: Python. Last push: 2026-07-05T10:03:27Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-ros-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-ros-mcp-server"},{"id":"mn-real-tactual","name":"tactual","slug":"real-tactual","description":"Screen-reader navigation cost analyzer — models the real effort to discover, reach, and operate interactive web content","category":"Browser Automation","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y tactual","author":"tactual-dev","version":"1.0.0","tags":["mcp","real","typescript","tactual-dev","a11y"],"source":{"type":"github","url":"https://github.com/tactual-dev/tactual","note":"Real MCP server. 1 stars. Language: TypeScript. Last push: 2026-06-28T17:53:23Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-tactual.svg","page_url":"https://www.marketnow.site/s/real-tactual"},{"id":"mn-real-ollamaomega","name":"Ollama-Omega","slug":"real-ollama-omega","description":"Sovereign Ollama Bridge — MCP server for local and cloud Ollama models. Generated by Qwen 3.5 397B.","category":"Cloud Platforms","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install Ollama-Omega || uvx Ollama-Omega","author":"VrtxOmega","version":"1.0.0","tags":["mcp","real","python","vrtxomega","bridge"],"source":{"type":"github","url":"https://github.com/VrtxOmega/Ollama-Omega","note":"Real MCP server. 3 stars. Language: Python. Last push: 2026-04-29T18:33:56Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-ollama-omega.svg","page_url":"https://www.marketnow.site/s/real-ollama-omega"},{"id":"mn-real-jvmmcpserver","name":"jvm-mcp-server","slug":"real-jvm-mcp-server","description":"This is an implementation project of a JVM-based MCP (Model Context Protocol) server. The project aims to provide a standardized MCP server implementation for the JVM platform, enabling AI models to b","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install jvm-mcp-server || uvx jvm-mcp-server","author":"xzq-xu","version":"1.0.0","tags":["mcp","real","python","xzq-xu"],"source":{"type":"github","url":"https://github.com/xzq-xu/jvm-mcp-server","note":"Real MCP server. 86 stars. Language: Python. Last push: 2026-03-30T02:23:20Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-jvm-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-jvm-mcp-server"},{"id":"mn-real-multiaiadvisormcp","name":"multi-ai-advisor-mcp","slug":"real-multi-ai-advisor-mcp","description":"council of models for decision","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/YuChenSSR/multi-ai-advisor-mcp","author":"YuChenSSR","version":"1.0.0","tags":["mcp","real","typescript","yuchenssr","ai-communication"],"source":{"type":"github","url":"https://github.com/YuChenSSR/multi-ai-advisor-mcp","note":"Real MCP server. 83 stars. Language: TypeScript. Last push: 2025-04-02T19:12:18Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-multi-ai-advisor-mcp.svg","page_url":"https://www.marketnow.site/s/real-multi-ai-advisor-mcp"},{"id":"mn-real-mcpserverledger","name":"mcp-server-ledger","slug":"real-mcp-server-ledger","description":"A Model Context Protocol server for interacting with Ledger CLI, a powerful double-entry accounting system. This server enables Large Language Models to query and analyze financial data through a stan","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-server-ledger || uvx mcp-server-ledger","author":"minhyeoky","version":"1.0.0","tags":["mcp","real","python","minhyeoky"],"source":{"type":"github","url":"https://github.com/minhyeoky/mcp-server-ledger","note":"Real MCP server. 51 stars. Language: Python. Last push: 2025-10-19T05:15:07Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":66,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-server-ledger.svg","page_url":"https://www.marketnow.site/s/real-mcp-server-ledger"},{"id":"mn-real-openzimmcp","name":"openzim-mcp","slug":"real-openzim-mcp","description":"OpenZIM MCP is a modern, secure, and high-performance MCP (Model Context Protocol) server that enables AI models to access and search ZIM format knowledge bases offline.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install openzim-mcp || uvx openzim-mcp","author":"cameronrye","version":"1.0.0","tags":["mcp","real","python","cameronrye","kiwix"],"source":{"type":"github","url":"https://github.com/cameronrye/openzim-mcp","note":"Real MCP server. 82 stars. Language: Python. Last push: 2026-07-01T02:31:01Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-openzim-mcp.svg","page_url":"https://www.marketnow.site/s/real-openzim-mcp"},{"id":"mn-real-mcpserver-x23","name":"mcp-server","slug":"real-mcp-server-23","description":"A Free, Open Source MCP server for dynamic custom persona management with public a GitHub collection of personas, skills, templates, and other elements for AI models.","category":"Version Control","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-server","author":"DollhouseMCP","version":"1.0.0","tags":["mcp","real","typescript","dollhousemcp","agents"],"source":{"type":"github","url":"https://github.com/DollhouseMCP/mcp-server","note":"Real MCP server. 36 stars. Language: TypeScript. Last push: 2026-07-04T20:25:21Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-server-23.svg","page_url":"https://www.marketnow.site/s/real-mcp-server-23"},{"id":"mn-real-gismcp","name":"gis-mcp","slug":"real-gis-mcp","description":"A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform geospatial operations and trans","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install gis-mcp || uvx gis-mcp","author":"mahdin75","version":"1.0.0","tags":["mcp","real","python","mahdin75"],"source":{"type":"github","url":"https://github.com/mahdin75/gis-mcp","note":"Real MCP server. 167 stars. Language: Python. Last push: 2025-12-21T11:05:18Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":71,"badge_url":"https://www.marketnow.site/api/badge/real-gis-mcp.svg","page_url":"https://www.marketnow.site/s/real-gis-mcp"},{"id":"mn-real-mcpinternetspeedtest","name":"mcp-internet-speed-test","slug":"real-mcp-internet-speed-test","description":"The MCP Internet Speed Test is a specialized Model Context Protocol (MCP) server that enables AI models and agents to perform internet speed measurements.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-internet-speed-test || uvx mcp-internet-speed-test","author":"inventer-dev","version":"1.0.0","tags":["mcp","real","python","inventer-dev"],"source":{"type":"github","url":"https://github.com/inventer-dev/mcp-internet-speed-test","note":"Real MCP server. 14 stars. Language: Python. Last push: 2026-03-09T03:28:52Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":66,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-internet-speed-test.svg","page_url":"https://www.marketnow.site/s/real-mcp-internet-speed-test"},{"id":"mn-real-mcpserver-x31","name":"mcp-server","slug":"real-mcp-server-31","description":"MCP server for AI agent cost intelligence — 23 tools to track spend, optimize models, manage budgets, detect waste, and prove ROI","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-server","author":"metrxbots","version":"1.0.0","tags":["mcp","real","typescript","metrxbots","ai-agent"],"source":{"type":"github","url":"https://github.com/metrxbots/mcp-server","note":"Real MCP server. 2 stars. Language: TypeScript. Last push: 2026-05-29T05:55:45Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-server-31.svg","page_url":"https://www.marketnow.site/s/real-mcp-server-31"},{"id":"mn-real-prompttoasset","name":"prompt-to-asset","slug":"real-prompt-to-asset","description":"MCP server + CLI for production-grade software assets (logos, app icons, favicons, OG, illustrations) — routes across 30+ image models, zero-key first, validates before shipping.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y prompt-to-asset","author":"MohamedAbdallah-14","version":"1.0.0","tags":["mcp","real","typescript","mohamedabdallah-14","app-icon"],"source":{"type":"github","url":"https://github.com/MohamedAbdallah-14/prompt-to-asset","note":"Real MCP server. 11 stars. Language: TypeScript. Last push: 2026-06-30T05:07:34Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-prompt-to-asset.svg","page_url":"https://www.marketnow.site/s/real-prompt-to-asset"},{"id":"mn-real-lilbee","name":"lilbee","slug":"real-lilbee","description":"A local AI search engine: it runs and manages local AI models, searches your files and code, and crawls the web, all in one program. Cited answers, local-first, with an MCP server for your coding agen","category":"File System","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install lilbee || uvx lilbee","author":"tobocop2","version":"1.0.0","tags":["mcp","real","python","tobocop2","ai-agents"],"source":{"type":"github","url":"https://github.com/tobocop2/lilbee","note":"Real MCP server. 36 stars. Language: Python. Last push: 2026-07-06T00:45:22Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-lilbee.svg","page_url":"https://www.marketnow.site/s/real-lilbee"},{"id":"mn-real-modelsafetymcp","name":"ModelSafetyMCP","slug":"real-modelsafetymcp","description":"MCP server for model safety inspection.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install ModelSafetyMCP || uvx ModelSafetyMCP","author":"itsalissonsilva","version":"1.0.0","tags":["mcp","real","python","itsalissonsilva"],"source":{"type":"github","url":"https://github.com/itsalissonsilva/ModelSafetyMCP","note":"Real MCP server. 1 stars. Language: Python. Last push: 2026-04-15T01:01:41Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-modelsafetymcp.svg","page_url":"https://www.marketnow.site/s/real-modelsafetymcp"},{"id":"mn-real-idapromcp","name":"ida-pro-mcp","slug":"real-ida-pro-mcp","description":"AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install ida-pro-mcp || uvx ida-pro-mcp","author":"mrexodia","version":"1.0.0","tags":["mcp","real","python","mrexodia","ai"],"source":{"type":"github","url":"https://github.com/mrexodia/ida-pro-mcp","note":"Real MCP server. 9903 stars. Language: Python. Last push: 2026-06-22T12:50:18Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-ida-pro-mcp.svg","page_url":"https://www.marketnow.site/s/real-ida-pro-mcp"},{"id":"mn-real-freshdeskmcp","name":"freshdesk_mcp","slug":"real-freshdesk-mcp","description":"MCP server created for Freshdesk, allowing AI models to interact with Freshdesk modules","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install freshdesk_mcp || uvx freshdesk_mcp","author":"effytech","version":"1.0.0","tags":["mcp","real","python","effytech"],"source":{"type":"github","url":"https://github.com/effytech/freshdesk_mcp","note":"Real MCP server. 63 stars. Language: Python. Last push: 2025-10-06T12:28:58Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":66,"badge_url":"https://www.marketnow.site/api/badge/real-freshdesk-mcp.svg","page_url":"https://www.marketnow.site/s/real-freshdesk-mcp"},{"id":"mn-real-kanboardmcp","name":"kanboard-mcp","slug":"real-kanboard-mcp","description":"A Model Context Protocol (MCP) server written in Go that empowers AI agents and Large Language Models (LLMs) to seamlessly interact with Kanboard. It transforms natural language commands into Kanboard","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/bivex/kanboard-mcp","author":"bivex","version":"1.0.0","tags":["mcp","real","go","bivex","ai-agent"],"source":{"type":"github","url":"https://github.com/bivex/kanboard-mcp","note":"Real MCP server. 23 stars. Language: Go. Last push: 2026-06-12T13:39:28Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-kanboard-mcp.svg","page_url":"https://www.marketnow.site/s/real-kanboard-mcp"},{"id":"mn-real-brainstormmcp","name":"brainstorm-mcp","slug":"real-brainstorm-mcp","description":"MCP server for multi-round AI brainstorming debates between multiple models (GPT, DeepSeek, Groq, Ollama, etc.)","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y brainstorm-mcp","author":"spranab","version":"1.0.0","tags":["mcp","real","typescript","spranab","ai"],"source":{"type":"github","url":"https://github.com/spranab/brainstorm-mcp","note":"Real MCP server. 65 stars. Language: TypeScript. Last push: 2026-04-27T17:50:30Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-brainstorm-mcp.svg","page_url":"https://www.marketnow.site/s/real-brainstorm-mcp"},{"id":"mn-real-typstmcp","name":"typst-mcp","slug":"real-typst-mcp","description":"Typst MCP Server is an MCP (Model Context Protocol) implementation that helps AI models interact with Typst, a markup-based typesetting system. The server provides tools for converting between LaTeX a","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install typst-mcp || uvx typst-mcp","author":"johannesbrandenburger","version":"1.0.0","tags":["mcp","real","python","johannesbrandenburger","llm"],"source":{"type":"github","url":"https://github.com/johannesbrandenburger/typst-mcp","note":"Real MCP server. 165 stars. Language: Python. Last push: 2026-04-18T06:50:34Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-typst-mcp.svg","page_url":"https://www.marketnow.site/s/real-typst-mcp"},{"id":"mn-real-funasr","name":"FunASR","slug":"real-funasr","description":"Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, speaker diarization, emotion detection, streaming, and OpenAI-compatible API.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install FunASR || uvx FunASR","author":"modelscope","version":"1.0.0","tags":["mcp","real","python","modelscope","asr"],"source":{"type":"github","url":"https://github.com/modelscope/FunASR","note":"Real MCP server. 18921 stars. Language: Python. Last push: 2026-06-30T12:03:32Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":90,"badge_url":"https://www.marketnow.site/api/badge/real-funasr.svg","page_url":"https://www.marketnow.site/s/real-funasr"},{"id":"mn-real-rosmcpserver-x2","name":"ros-mcp-server","slug":"real-ros-mcp-server-2","description":"Connect AI models like Claude & GPT with robots using MCP and ROS.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install ros-mcp-server || uvx ros-mcp-server","author":"robotmcp","version":"1.0.0","tags":["mcp","real","python","robotmcp","mcp"],"source":{"type":"github","url":"https://github.com/robotmcp/ros-mcp-server","note":"Real MCP server. 1334 stars. Language: Python. Last push: 2026-07-05T10:03:27Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-ros-mcp-server-2.svg","page_url":"https://www.marketnow.site/s/real-ros-mcp-server-2"},{"id":"mn-real-aigateway","name":"AI-Gateway","slug":"real-ai-gateway","description":"Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀","category":"Cloud Platforms","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/Azure-Samples/AI-Gateway","author":"Azure-Samples","version":"1.0.0","tags":["mcp","real","jupyter notebook","azure-samples","a2a"],"source":{"type":"github","url":"https://github.com/Azure-Samples/AI-Gateway","note":"Real MCP server. 949 stars. Language: Jupyter Notebook. Last push: 2026-07-02T08:08:56Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-ai-gateway.svg","page_url":"https://www.marketnow.site/s/real-ai-gateway"},{"id":"mn-real-openosint","name":"OpenOSINT","slug":"real-openosint","description":"AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 16 tools. Works with Claude, GPT-4, or local models. For authorized security research only.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install OpenOSINT || uvx OpenOSINT","author":"OpenOSINT","version":"1.0.0","tags":["mcp","real","python","openosint","ai-agent"],"source":{"type":"github","url":"https://github.com/OpenOSINT/OpenOSINT","note":"Real MCP server. 912 stars. Language: Python. Last push: 2026-07-05T07:23:18Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-openosint.svg","page_url":"https://www.marketnow.site/s/real-openosint"},{"id":"mn-real-vmlx","name":"vmlx","slug":"real-vmlx","description":"vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L1 Paged (super fast ttft) + Hybrid SSM Scheduler  + Cont Batching + etc!","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install vmlx || uvx vmlx","author":"jjang-ai","version":"1.0.0","tags":["mcp","real","python","jjang-ai","anthropic-api"],"source":{"type":"github","url":"https://github.com/jjang-ai/vmlx","note":"Real MCP server. 738 stars. Language: Python. Last push: 2026-07-02T18:39:53Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-vmlx.svg","page_url":"https://www.marketnow.site/s/real-vmlx"},{"id":"mn-real-unrealgenaisupport","name":"UnrealGenAISupport","slug":"real-unrealgenaisupport","description":"Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. OpenAI GPT-5, Deepseek R1, Claude Opus/Sonnet, Gemini 3, Grok 4, Alibaba Qwen, Kimi, ElevenLabs TTS, Inworld, OpenRouter, Groq, GLM, Ollama,","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/prajwalshettydev/UnrealGenAISupport","author":"prajwalshettydev","version":"1.0.0","tags":["mcp","real","c++","prajwalshettydev","claude"],"source":{"type":"github","url":"https://github.com/prajwalshettydev/UnrealGenAISupport","note":"Real MCP server. 622 stars. Language: C++. Last push: 2026-04-28T10:10:46Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-unrealgenaisupport.svg","page_url":"https://www.marketnow.site/s/real-unrealgenaisupport"},{"id":"mn-real-massgen","name":"MassGen","slug":"real-massgen","description":"🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Jo","category":"Communication","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install MassGen || uvx MassGen","author":"massgen","version":"1.0.0","tags":["mcp","real","python","massgen","agent"],"source":{"type":"github","url":"https://github.com/massgen/MassGen","note":"Real MCP server. 1075 stars. Language: Python. Last push: 2026-06-12T18:38:37Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-massgen.svg","page_url":"https://www.marketnow.site/s/real-massgen"},{"id":"mn-real-mcpsharp","name":"MCPSharp","slug":"real-mcpsharp","description":"MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) servers and clients - the standardized API protocol used by AI assistants and models.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/afrise/MCPSharp","author":"afrise","version":"1.0.0","tags":["mcp","real","c#","afrise","ai"],"source":{"type":"github","url":"https://github.com/afrise/MCPSharp","note":"Real MCP server. 373 stars. Language: C#. Last push: 2025-10-20T19:24:35Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":71,"badge_url":"https://www.marketnow.site/api/badge/real-mcpsharp.svg","page_url":"https://www.marketnow.site/s/real-mcpsharp"},{"id":"mn-real-spotifyscraper","name":"SpotifyScraper","slug":"real-spotifyscraper","description":"Extract public Spotify data — tracks, albums, artists, playlists, podcasts & lyrics — without the official API. Sync + async, typed models, one dependency.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install SpotifyScraper || uvx SpotifyScraper","author":"AliAkhtari78","version":"1.0.0","tags":["mcp","real","python","aliakhtari78","async"],"source":{"type":"github","url":"https://github.com/AliAkhtari78/SpotifyScraper","note":"Real MCP server. 271 stars. Language: Python. Last push: 2026-07-02T23:24:00Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-spotifyscraper.svg","page_url":"https://www.marketnow.site/s/real-spotifyscraper"},{"id":"mn-real-agentcrew","name":"AgentCrew","slug":"real-agentcrew","description":"Chat application with multi-agents system supports multi-models and MCP","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install AgentCrew || uvx AgentCrew","author":"saigontechnology","version":"1.0.0","tags":["mcp","real","python","saigontechnology","ai-agents"],"source":{"type":"github","url":"https://github.com/saigontechnology/AgentCrew","note":"Real MCP server. 208 stars. Language: Python. Last push: 2026-07-02T16:00:33Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-agentcrew.svg","page_url":"https://www.marketnow.site/s/real-agentcrew"},{"id":"mn-real-claudecodeeverything","name":"Claude-Code-Everything-You-Need-to-Know","slug":"real-claude-code-everything-you-need-to-know","description":"A practical Claude Code guide with clear mental models and copy-paste examples — setup, prompt engineering, slash commands, skills, hooks, subagents, agent teams, and MCP servers. Beginner path to pow","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install Claude-Code-Everything-You-Need-to-Know || uvx Claude-Code-Everything-You-Need-to-Know","author":"wesammustafa","version":"1.0.0","tags":["mcp","real","python","wesammustafa","agent-skills"],"source":{"type":"github","url":"https://github.com/wesammustafa/Claude-Code-Everything-You-Need-to-Know","note":"Real MCP server. 2254 stars. Language: Python. Last push: 2026-07-05T12:39:29Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-claude-code-everything-you-need-to-know.svg","page_url":"https://www.marketnow.site/s/real-claude-code-everything-you-need-to-know"},{"id":"mn-real-vllmmlx","name":"vllm-mlx","slug":"real-vllm-mlx","description":"OpenAI and Anthropic compatible server for Apple Silicon. Run LLMs and vision-language models (Llama, Qwen-VL, LLaVA) with continuous batching, MCP tool calling, and multimodal support. Native MLX bac","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install vllm-mlx || uvx vllm-mlx","author":"waybarrios","version":"1.0.0","tags":["mcp","real","python","waybarrios","anthropic"],"source":{"type":"github","url":"https://github.com/waybarrios/vllm-mlx","note":"Real MCP server. 1404 stars. Language: Python. Last push: 2026-06-28T20:18:31Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-vllm-mlx.svg","page_url":"https://www.marketnow.site/s/real-vllm-mlx"},{"id":"mn-real-muapicli","name":"muapi-cli","slug":"real-muapi-cli","description":"Official CLI for muapi.ai — generate images, videos & audio from the terminal. MCP server, 14 AI models, npm + pip installable.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install muapi-cli || uvx muapi-cli","author":"SamurAIGPT","version":"1.0.0","tags":["mcp","real","python","samuraigpt","ai"],"source":{"type":"github","url":"https://github.com/SamurAIGPT/muapi-cli","note":"Real MCP server. 1013 stars. Language: Python. Last push: 2026-06-30T13:42:56Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-muapi-cli.svg","page_url":"https://www.marketnow.site/s/real-muapi-cli"},{"id":"mn-real-codeindexmcp","name":"code-index-mcp","slug":"real-code-index-mcp","description":"A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install code-index-mcp || uvx code-index-mcp","author":"johnhuang316","version":"1.0.0","tags":["mcp","real","python","johnhuang316"],"source":{"type":"github","url":"https://github.com/johnhuang316/code-index-mcp","note":"Real MCP server. 979 stars. Language: Python. Last push: 2026-05-11T22:26:02Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-code-index-mcp.svg","page_url":"https://www.marketnow.site/s/real-code-index-mcp"},{"id":"mn-real-nuxtmcpdev","name":"nuxt-mcp-dev","slug":"real-nuxt-mcp-dev","description":"MCP server helping models to understand your Vite/Nuxt app better.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y nuxt-mcp-dev","author":"antfu","version":"1.0.0","tags":["mcp","real","typescript","antfu","mcp"],"source":{"type":"github","url":"https://github.com/antfu/nuxt-mcp-dev","note":"Real MCP server. 910 stars. Language: TypeScript. Last push: 2026-03-01T06:08:50Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":76,"badge_url":"https://www.marketnow.site/api/badge/real-nuxt-mcp-dev.svg","page_url":"https://www.marketnow.site/s/real-nuxt-mcp-dev"},{"id":"mn-real-mastergomagicmcp","name":"mastergo-magic-mcp","slug":"real-mastergo-magic-mcp","description":"MasterGo Magic MCP is a standalone MCP (Model Context Protocol) service designed to connect MasterGo design tools with AI models.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mastergo-magic-mcp","author":"mastergo-design","version":"1.0.0","tags":["mcp","real","typescript","mastergo-design"],"source":{"type":"github","url":"https://github.com/mastergo-design/mastergo-magic-mcp","note":"Real MCP server. 264 stars. Language: TypeScript. Last push: 2026-07-03T10:39:07Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-mastergo-magic-mcp.svg","page_url":"https://www.marketnow.site/s/real-mastergo-magic-mcp"},{"id":"mn-real-cognitionwheel","name":"cognition-wheel","slug":"real-cognition-wheel","description":"A Model Context Protocol (MCP) server that implements a \"wisdom of crowds\" approach to AI reasoning by consulting multiple state-of-the-art language models in parallel and synthesizing their responses","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/Hormold/cognition-wheel","author":"Hormold","version":"1.0.0","tags":["mcp","real","typescript","hormold"],"source":{"type":"github","url":"https://github.com/Hormold/cognition-wheel","note":"Real MCP server. 194 stars. Language: TypeScript. Last push: 2025-06-15T03:55:19Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":68,"badge_url":"https://www.marketnow.site/api/badge/real-cognition-wheel.svg","page_url":"https://www.marketnow.site/s/real-cognition-wheel"},{"id":"mn-real-mcpbigqueryserver","name":"mcp-bigquery-server","slug":"real-mcp-bigquery-server","description":"A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interfac","category":"Data","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-bigquery-server","author":"ergut","version":"1.0.0","tags":["mcp","real","typescript","ergut","bigquery"],"source":{"type":"github","url":"https://github.com/ergut/mcp-bigquery-server","note":"Real MCP server. 143 stars. Language: TypeScript. Last push: 2026-05-22T09:39:51Z."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-bigquery-server.svg","page_url":"https://www.marketnow.site/s/real-mcp-bigquery-server"},{"id":"mn-real-jiramcp","name":"jira-mcp","slug":"real-jira-mcp","description":"A Go-based MCP (Model Control Protocol) connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform comm","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/nguyenvanduocit/jira-mcp","author":"nguyenvanduocit","version":"1.0.0","tags":["mcp","real","go","nguyenvanduocit","ai"],"source":{"type":"github","url":"https://github.com/nguyenvanduocit/jira-mcp","note":"Real MCP server. 92 stars. Language: Go. Last push: 2026-04-18T10:47:29Z."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-jira-mcp.svg","page_url":"https://www.marketnow.site/s/real-jira-mcp"},{"id":"mn-real-mcpopenai","name":"mcp-openai","slug":"real-mcp-openai","description":"Chat with OpenAI models from Claude Desktop","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-openai","author":"mzxrai","version":"1.0.0","tags":["mcp","real","javascript","mzxrai"],"source":{"type":"github","url":"https://github.com/mzxrai/mcp-openai","note":"Real MCP server. 74 stars. Language: JavaScript. Last push: 2024-12-06T18:15:23Z."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-openai.svg","page_url":"https://www.marketnow.site/s/real-mcp-openai"},{"id":"mn-real-mcpserveropenai","name":"mcp-server-openai","slug":"real-mcp-server-openai","description":"Query OpenAI models directly from Claude using MCP protocol.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-server-openai || uvx mcp-server-openai","author":"pierrebrunelle","version":"1.0.0","tags":["mcp","real","python","pierrebrunelle"],"source":{"type":"github","url":"https://github.com/pierrebrunelle/mcp-server-openai","note":"Real MCP server. 83 stars. Language: Python. 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