{"page":1,"limit":100,"total":307,"total_catalog":67759,"catalog_meta":{"core_certified":58629,"community_indexed":9130,"aggregate_tracked":64349,"total_all":132108,"tiers_doc":"core = evidence-gated (adoption/verification/age) | community = indexed with weak signal, trust<=55 | aggregate = tracking-only inventory (see /api/community)"},"total_pages":4,"has_next":true,"has_prev":false,"sources":{"github":12148,"npm-registry":24788,"pypi":14311,"smithery":6195,"official-registry":9076,"crates":750,"docker":491},"skills":[{"id":"mn-gen-00324","name":"AgentChat","slug":"real-agentchat","description":"AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、Skill、Milvus 和 ElasticSearch 等技术，实现高效的知识检索与工具调用，使用 FastAPI 构建","category":"Data","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/Shy2593666979/AgentChat","author":"Shy2593666979","version":"1.0.0","tags":["mcp","real","python","shy2593666979","agent"],"source":{"type":"github","url":"https://github.com/Shy2593666979/AgentChat","note":"Real MCP server. 794 stars. Language: Python. Last push: 2026-04-15T00:18:16Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-agentchat.svg","page_url":"https://www.marketnow.site/s/real-agentchat"},{"id":"mn-awmcp-tap","name":"tap","slug":"awmcp-tap","description":"MCP server from LeonTing1010/tap. Imported from awesome-mcp-servers community list.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y tap","author":"LeonTing1010","version":"1.0.0","tags":["mcp","awesome-mcp","community"],"source":{"type":"github","url":"https://github.com/LeonTing1010/tap","note":"Imported from awesome-mcp-servers. Repo: LeonTing1010/tap."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":48,"badge_url":"https://www.marketnow.site/api/badge/awmcp-tap.svg","page_url":"https://www.marketnow.site/s/awmcp-tap"},{"id":"mn-awmcp-xtapdownmcp","name":"xtapdown-mcp","slug":"awmcp-xtapdown-mcp","description":"MCP server from farukkolip/xtapdown-mcp. Imported from awesome-mcp-servers community list.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y xtapdown-mcp","author":"farukkolip","version":"1.0.0","tags":["mcp","awesome-mcp","community"],"source":{"type":"github","url":"https://github.com/farukkolip/xtapdown-mcp","note":"Imported from awesome-mcp-servers. Repo: farukkolip/xtapdown-mcp."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":48,"badge_url":"https://www.marketnow.site/api/badge/awmcp-xtapdown-mcp.svg","page_url":"https://www.marketnow.site/s/awmcp-xtapdown-mcp"},{"id":"mn-real-gosqlx","name":"GoSQLX","slug":"real-gosqlx","description":"High-performance SQL parser, formatter, linter & security scanner for Go - 1.5M+ ops/sec, multi-dialect, zero-copy, race-free","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/ajitpratap0/GoSQLX","author":"ajitpratap0","version":"1.0.0","tags":["mcp","real","go","ajitpratap0","ast"],"source":{"type":"github","url":"https://github.com/ajitpratap0/GoSQLX","note":"Real MCP server. 105 stars. Language: Go. Last push: 2026-05-27T03:19:15Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-gosqlx.svg","page_url":"https://www.marketnow.site/s/real-gosqlx"},{"id":"mn-real-jitapi","name":"jitapi","slug":"real-jitapi","description":"Just-in-Time API Orchestration for LLMs - An MCP server for dynamic API discovery and execution","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install jitapi || uvx jitapi","author":"nk3750","version":"1.0.0","tags":["mcp","real","python","nk3750"],"source":{"type":"github","url":"https://github.com/nk3750/jitapi","note":"Real MCP server. 7 stars. Language: Python. Last push: 2026-06-14T22:52:18Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-jitapi.svg","page_url":"https://www.marketnow.site/s/real-jitapi"},{"id":"mn-real-qaprobe","name":"qa-probe","slug":"real-qa-probe","description":"Local QA agent — maps frontend routes to backend APIs, probes every endpoint live, scores pages 0–100, and explains why data is missing. Built for LightShield SIEM. Works with any FastAPI / Express / ","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y qa-probe","author":"LS-SIEM-LLP","version":"1.0.0","tags":["mcp","real","javascript","ls-siem-llp","ai-agents"],"source":{"type":"github","url":"https://github.com/LS-SIEM-LLP/qa-probe","note":"Real MCP server. 2 stars. Language: JavaScript. Last push: 2026-06-25T08:01:52Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-qa-probe.svg","page_url":"https://www.marketnow.site/s/real-qa-probe"},{"id":"mn-real-memex","name":"memex","slug":"real-memex","description":"Production-grade persistent memory service for AI agents — FastAPI + pgvector + local ONNX embeddings","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install memex || uvx memex","author":"ayushagrawal288","version":"1.0.0","tags":["mcp","real","python","ayushagrawal288","ai-agents"],"source":{"type":"github","url":"https://github.com/ayushagrawal288/memex","note":"Real MCP server. 1 stars. Language: Python. Last push: 2026-06-04T10:20:46Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-memex.svg","page_url":"https://www.marketnow.site/s/real-memex"},{"id":"mn-real-postaldatapimcp","name":"postaldatapi-mcp","slug":"real-postaldatapi-mcp","description":"MCP server for PostalDataPI — postal code lookups for AI agents","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install postaldatapi-mcp || uvx postaldatapi-mcp","author":"PostalDataPI","version":"1.0.0","tags":["mcp","real","python","postaldatapi"],"source":{"type":"github","url":"https://github.com/PostalDataPI/postaldatapi-mcp","note":"Real MCP server. 1 stars. Language: Python. Last push: 2026-05-20T00:14:18Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-postaldatapi-mcp.svg","page_url":"https://www.marketnow.site/s/real-postaldatapi-mcp"},{"id":"mn-real-googletagmanagermcps","name":"google-tag-manager-mcp-server","slug":"real-google-tag-manager-mcp-server","description":"MCP server for Google Tag Manager","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y google-tag-manager-mcp-server","author":"stape-io","version":"1.0.0","tags":["mcp","real","typescript","stape-io","gtm"],"source":{"type":"github","url":"https://github.com/stape-io/google-tag-manager-mcp-server","note":"Real MCP server. 179 stars. Language: TypeScript. Last push: 2026-05-14T13:15:15Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-google-tag-manager-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-google-tag-manager-mcp-server"},{"id":"mn-real-stapemcpserver","name":"stape-mcp-server","slug":"real-stape-mcp-server","description":"Interact with the Stape API using AI assistants like Claude, or in AI-powered IDEs like Cursor. ","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y stape-mcp-server","author":"stape-io","version":"1.0.0","tags":["mcp","real","typescript","stape-io","gtm"],"source":{"type":"github","url":"https://github.com/stape-io/stape-mcp-server","note":"Real MCP server. 15 stars. Language: TypeScript. Last push: 2026-06-16T13:33:45Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-stape-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-stape-mcp-server"},{"id":"mn-real-sentrymcprs","name":"sentry-mcp-rs","slug":"real-sentry-mcp-rs","description":"Fast and minimal Sentry MCP server written in Rust","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install sentry-mcp-rs","author":"utapyngo","version":"1.0.0","tags":["mcp","real","rust","utapyngo","mcp"],"source":{"type":"github","url":"https://github.com/utapyngo/sentry-mcp-rs","note":"Real MCP server. 9 stars. Language: Rust. Last push: 2026-03-22T11:29:37Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-sentry-mcp-rs.svg","page_url":"https://www.marketnow.site/s/real-sentry-mcp-rs"},{"id":"mn-real-contrastapi","name":"contrastapi","slug":"real-contrastapi","description":"MCP server with 55 security intelligence tools — CVE/KEV, MITRE ATLAS+D3FEND, Sigma detection rules, email security posture (SPF/DMARC), domain & web intel, threat intel.","category":"Security","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install contrastapi || uvx contrastapi","author":"UPinar","version":"1.0.0","tags":["mcp","real","python","upinar","ai-agents"],"source":{"type":"github","url":"https://github.com/UPinar/contrastapi","note":"Real MCP server. 31 stars. Language: Python. Last push: 2026-07-06T02:07:42Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-contrastapi.svg","page_url":"https://www.marketnow.site/s/real-contrastapi"},{"id":"mn-real-tiktapdownmcp","name":"tiktapdown-mcp","slug":"real-tiktapdown-mcp","description":"MCP server from farukkolip/tiktapdown-mcp","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y tiktapdown-mcp","author":"farukkolip","version":"1.0.0","tags":["mcp","real","javascript","farukkolip","anthropic"],"source":{"type":"github","url":"https://github.com/farukkolip/tiktapdown-mcp","note":"Real MCP server. 1 stars. Language: JavaScript. Last push: 2026-06-25T14:15:03Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-tiktapdown-mcp.svg","page_url":"https://www.marketnow.site/s/real-tiktapdown-mcp"},{"id":"mn-real-asktianmcp","name":"asktian-mcp","slug":"real-asktian-mcp","description":"MCP server for askTIAN — Chinese metaphysics (bazi, qimen, 5-element, daily energy) as decision-support tools for AI agents. npm: @asktian/mcp-server","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/douglasgan/asktian-mcp","author":"douglasgan","version":"1.0.0","tags":["mcp","real","typescript","douglasgan","ai-agents"],"source":{"type":"github","url":"https://github.com/douglasgan/asktian-mcp","note":"Real MCP server. 1 stars. Language: TypeScript. Last push: 2026-06-20T09:43:17Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-asktian-mcp.svg","page_url":"https://www.marketnow.site/s/real-asktian-mcp"},{"id":"mn-real-mcpremotecallpingpon","name":"mcp-remote-call-ping-pong","slug":"real-mcp-remote-call-ping-pong","description":"🏓 An experimental and educational script for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/kimtth/mcp-remote-call-ping-pong","author":"kimtth","version":"1.0.0","tags":["mcp","real","html","kimtth","fastapi"],"source":{"type":"github","url":"https://github.com/kimtth/mcp-remote-call-ping-pong","note":"Real MCP server. 2 stars. Language: HTML. Last push: 2025-04-08T07:46:39Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":58,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-remote-call-ping-pong.svg","page_url":"https://www.marketnow.site/s/real-mcp-remote-call-ping-pong"},{"id":"mn-real-fastapimcp","name":"fastapi_mcp","slug":"real-fastapi-mcp","description":"Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!","category":"Security","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install fastapi_mcp || uvx fastapi_mcp","author":"tadata-org","version":"1.0.0","tags":["mcp","real","python","tadata-org","ai"],"source":{"type":"github","url":"https://github.com/tadata-org/fastapi_mcp","note":"Real MCP server. 11937 stars. Language: Python. Last push: 2025-11-24T14:51:54Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":87,"badge_url":"https://www.marketnow.site/api/badge/real-fastapi-mcp.svg","page_url":"https://www.marketnow.site/s/real-fastapi-mcp"},{"id":"mn-real-minerutianshu","name":"mineru-tianshu","slug":"real-mineru-tianshu","description":"天枢 - 企业级 AI 一站式数据预处理平台 | PDF/Office转Markdown | 支持MCP协议AI助手集成 | Vue3+FastAPI全栈方案 | 文档解析 | 多模态信息提取","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install mineru-tianshu || uvx mineru-tianshu","author":"magicyuan876","version":"1.0.0","tags":["mcp","real","python","magicyuan876","deepseek-ocr"],"source":{"type":"github","url":"https://github.com/magicyuan876/mineru-tianshu","note":"Real MCP server. 703 stars. Language: Python. Last push: 2026-04-13T01:29:01Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-mineru-tianshu.svg","page_url":"https://www.marketnow.site/s/real-mineru-tianshu"},{"id":"mn-real-tapo","name":"tapo","slug":"real-tapo","description":"🦀 Rust API, 🐍 Python API, and 🤖 MCP Server for TP-Link Tapo smart devices","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install tapo","author":"mihai-dinculescu","version":"1.0.0","tags":["mcp","real","rust","mihai-dinculescu","iot"],"source":{"type":"github","url":"https://github.com/mihai-dinculescu/tapo","note":"Real MCP server. 768 stars. Language: Rust. Last push: 2026-06-25T12:32:45Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-tapo.svg","page_url":"https://www.marketnow.site/s/real-tapo"},{"id":"mn-real-mcpsqlalchemyserver","name":"mcp-sqlalchemy-server","slug":"real-mcp-sqlalchemy-server","description":"A simple MCP ODBC server using FastAPI, ODBC and SQLAlchemy.","category":"Data","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-sqlalchemy-server || uvx mcp-sqlalchemy-server","author":"OpenLinkSoftware","version":"1.0.0","tags":["mcp","real","python","openlinksoftware"],"source":{"type":"github","url":"https://github.com/OpenLinkSoftware/mcp-sqlalchemy-server","note":"Real MCP server. 24 stars. Language: Python. Last push: 2025-05-23T16:12:57Z."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-sqlalchemy-server.svg","page_url":"https://www.marketnow.site/s/real-mcp-sqlalchemy-server"},{"id":"mn-real-openapi","name":"openapi","slug":"real-openapi","description":"Longport OpenAPI SDK Base.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install openapi","author":"longportapp","version":"1.0.0","tags":["mcp","real","rust","longportapp"],"source":{"type":"github","url":"https://github.com/longportapp/openapi","note":"Real MCP server. 2 stars. Language: Rust. Last push: 2026-07-01T09:27:50Z."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-openapi.svg","page_url":"https://www.marketnow.site/s/real-openapi"},{"id":"mn-real-salaahmcp","name":"salaah-mcp","slug":"real-salaah-mcp","description":"A FastAPI and MCP service providing Islamic prayer times calculations ","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install salaah-mcp || uvx salaah-mcp","author":"yusufk","version":"1.0.0","tags":["mcp","real","python","yusufk","mcp-server"],"source":{"type":"github","url":"https://github.com/yusufk/salaah-mcp","note":"Real MCP server. 3 stars. Language: Python. Last push: 2025-06-04T16:42:16Z."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-salaah-mcp.svg","page_url":"https://www.marketnow.site/s/real-salaah-mcp"},{"id":"mn-real-mirroirmcp","name":"mirroir-mcp","slug":"real-mirroir-mcp","description":"MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type — from any MCP client.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mirroir-mcp","author":"jfarcand","version":"1.0.0","tags":["mcp","real","swift","jfarcand"],"source":{"type":"github","url":"https://github.com/jfarcand/mirroir-mcp","note":"Real MCP server. 130 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mirroir-mcp.svg","page_url":"https://www.marketnow.site/s/real-mirroir-mcp"},{"id":"mn-real-apitap","name":"apitap","slug":"real-apitap","description":"CLI, MCP server, and npm library that turns any website into an API — no docs, no SDK, no browser.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y apitap","author":"n1byn1kt","version":"1.0.0","tags":["mcp","real","typescript","n1byn1kt"],"source":{"type":"github","url":"https://github.com/n1byn1kt/apitap","note":"Real MCP server. 90 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-apitap.svg","page_url":"https://www.marketnow.site/s/real-apitap"},{"id":"mn-real-templatemcpserver","name":"template-mcp-server","slug":"real-template-mcp-server","description":"Production-ready Python template for building MCP servers with FastMCP, FastAPI, OAuth, and OpenShift deployment.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install template-mcp-server","author":"redhat-data-and-ai","version":"1.0.0","tags":["mcp","real","python","redhat-data-and-ai"],"source":{"type":"github","url":"https://github.com/redhat-data-and-ai/template-mcp-server","note":"Real MCP server. 64 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-template-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-template-mcp-server"},{"id":"mn-real-metasearchmcp","name":"MetaSearchMCP","slug":"real-metasearchmcp","description":"Open-source metasearch backend, MCP server, and AI search API for LLM agents. Python FastAPI search gateway with Google search via SerpBase and Serper, multi-engine search aggregation, structured JSON","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install MetaSearchMCP","author":"gefsikatsinelou","version":"1.0.0","tags":["mcp","real","python","gefsikatsinelou"],"source":{"type":"github","url":"https://github.com/gefsikatsinelou/MetaSearchMCP","note":"Real MCP server. 51 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-metasearchmcp.svg","page_url":"https://www.marketnow.site/s/real-metasearchmcp"},{"id":"mn-real-nsebseindianstockmar","name":"nse-bse-indian-stock-market-data-mcp","slug":"real-nse-bse-indian-stock-market-data-mcp","description":"NSE BSE Indian Stock Market Data MCP server — search, screen & analyze all 8,200+ NSE/BSE stocks with 34 tools: live quotes, financials, technicals, 326-ratio screener, FII/DII flows, IPOs & portfolio","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/Tapetide-hq/nse-bse-indian-stock-market-data-mcp","author":"Tapetide-hq","version":"1.0.0","tags":["mcp","real","javascript","tapetide-hq"],"source":{"type":"github","url":"https://github.com/Tapetide-hq/nse-bse-indian-stock-market-data-mcp","note":"Real MCP server. 47 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-nse-bse-indian-stock-market-data-mcp.svg","page_url":"https://www.marketnow.site/s/real-nse-bse-indian-stock-market-data-mcp"},{"id":"mn-real-fastapibitnet","name":"FastAPI-BitNet","slug":"real-fastapi-bitnet","description":"Running Microsoft's BitNet inference framework via FastAPI, Uvicorn and Docker.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install FastAPI-BitNet","author":"grctest","version":"1.0.0","tags":["mcp","real","python","grctest"],"source":{"type":"github","url":"https://github.com/grctest/FastAPI-BitNet","note":"Real MCP server. 39 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-fastapi-bitnet.svg","page_url":"https://www.marketnow.site/s/real-fastapi-bitnet"},{"id":"mn-real-airqualitytrendsanal","name":"Air-Quality-Trends-Analysis-Project","slug":"real-air-quality-trends-analysis-project","description":"Full-stack air quality analytics platform built with FastAPI, React, and MySQL. Aggregates multi-source PM2.5/PM10 data, performs multi-city comparison and time-series forecasting (SARIMAX), and integ","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/dyneth02/Air-Quality-Trends-Analysis-Project","author":"dyneth02","version":"1.0.0","tags":["mcp","real","javascript","dyneth02"],"source":{"type":"github","url":"https://github.com/dyneth02/Air-Quality-Trends-Analysis-Project","note":"Real MCP server. 27 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-air-quality-trends-analysis-project.svg","page_url":"https://www.marketnow.site/s/real-air-quality-trends-analysis-project"},{"id":"mn-real-fastapimcplanggrapht","name":"fastapi-mcp-langgraph-template","slug":"real-fastapi-mcp-langgraph-template","description":"A modern template for agentic orchestration — built for rapid iteration and scalable deployment using highly customizable, community-supported tools like MCP, LangGraph, and more.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install fastapi-mcp-langgraph-template","author":"NicholasGoh","version":"1.0.0","tags":["mcp","real","python","nicholasgoh"],"source":{"type":"github","url":"https://github.com/NicholasGoh/fastapi-mcp-langgraph-template","note":"Real MCP server. 550 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-fastapi-mcp-langgraph-template.svg","page_url":"https://www.marketnow.site/s/real-fastapi-mcp-langgraph-template"},{"id":"mn-real-marionettemcp","name":"marionette_mcp","slug":"real-marionette-mcp","description":"MCP server enabling AI agents to interact with Flutter apps at runtime - let them inspect widgets, simulate taps, enter text, scroll, and take screenshots.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/leancodepl/marionette_mcp","author":"leancodepl","version":"1.0.0","tags":["mcp","real","dart","leancodepl"],"source":{"type":"github","url":"https://github.com/leancodepl/marionette_mcp","note":"Real MCP server. 341 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-marionette-mcp.svg","page_url":"https://www.marketnow.site/s/real-marionette-mcp"},{"id":"mn-real-stockscannermcp","name":"stock-scanner-mcp","slug":"real-stock-scanner-mcp","description":"这是一个基于 FastAPI-MCP 的股票分析服务，旨在通过 MCP 工具函数接口提供股票相关的综合数据和分析能力，包括价格、评分、技术报告和 AI 分析。","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install stock-scanner-mcp","author":"wbsu2003","version":"1.0.0","tags":["mcp","real","python","wbsu2003"],"source":{"type":"github","url":"https://github.com/wbsu2003/stock-scanner-mcp","note":"Real MCP server. 245 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-stock-scanner-mcp.svg","page_url":"https://www.marketnow.site/s/real-stock-scanner-mcp"},{"id":"mn-real-tapirarchicadmcp","name":"tapir-archicad-MCP","slug":"real-tapir-archicad-mcp","description":"MCP server that exposes all Tapir commands to AI models through autogenerated tools","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install tapir-archicad-MCP","author":"SzamosiMate","version":"1.0.0","tags":["mcp","real","python","szamosimate"],"source":{"type":"github","url":"https://github.com/SzamosiMate/tapir-archicad-MCP","note":"Real MCP server. 81 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-tapir-archicad-mcp.svg","page_url":"https://www.marketnow.site/s/real-tapir-archicad-mcp"},{"id":"mn-real-buddyai","name":"Buddy.ai","slug":"real-buddy-ai","description":"A full-stack agentic AI assistant powered by Google ADK, React, FastAPI, PostgreSQL, MCP, and RAG, enabling conversational task management, adaptive planning, financial insights, knowledge retrieval, ","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/mayankmittal29/Buddy.ai","author":"mayankmittal29","version":"1.0.0","tags":["mcp","real","typescript","mayankmittal29"],"source":{"type":"github","url":"https://github.com/mayankmittal29/Buddy.ai","note":"Real MCP server. 0 stars. Language: TypeScript."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-buddy-ai.svg","page_url":"https://www.marketnow.site/s/real-buddy-ai"},{"id":"mn-real-aidrivenmultimodalan","name":"ai-driven-multimodal-analytics","slug":"real-ai-driven-multimodal-analytics","description":"🚀 Drive insights with an AI-powered Multimodal Analytics Gateway, utilizing FastAPI and OpenAI APIs for fast and efficient data processing.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install ai-driven-multimodal-analytics","author":"sanggio","version":"1.0.0","tags":["mcp","real","python","sanggio"],"source":{"type":"github","url":"https://github.com/sanggio/ai-driven-multimodal-analytics","note":"Real MCP server. 1 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-ai-driven-multimodal-analytics.svg","page_url":"https://www.marketnow.site/s/real-ai-driven-multimodal-analytics"},{"id":"mn-real-mytasklymcp","name":"MyTaskly-mcp","slug":"real-mytaskly-mcp","description":"🔐 Build secure applications with the MyTaskly MCP server, featuring OAuth 2.1 JWT authentication and seamless FastAPI integration for efficient user management.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install MyTaskly-mcp","author":"zaka265-star","version":"1.0.0","tags":["mcp","real","python","zaka265-star"],"source":{"type":"github","url":"https://github.com/zaka265-star/MyTaskly-mcp","note":"Real MCP server. 0 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mytaskly-mcp.svg","page_url":"https://www.marketnow.site/s/real-mytaskly-mcp"},{"id":"mn-real-omegatoolsmcp","name":"omega-tools-mcp","slug":"real-omega-tools-mcp","description":"A production-grade Model Context Protocol (MCP) server engineered for LLM agents. Features highly modular, XML-isolated toolkit pipelines that eliminate formatting bias across custom data lookups and ","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install omega-tools-mcp","author":"ranapratapmajee","version":"1.0.0","tags":["mcp","real","python","ranapratapmajee"],"source":{"type":"github","url":"https://github.com/ranapratapmajee/omega-tools-mcp","note":"Real MCP server. 0 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-omega-tools-mcp.svg","page_url":"https://www.marketnow.site/s/real-omega-tools-mcp"},{"id":"mn-real-mcpollamalocal","name":"mcp-ollama-local","slug":"real-mcp-ollama-local","description":"🧠 MCP + Ollama Local · FastAPI web con chat, tools MCP (sandbox) e historial SQLite. LLMs locales con tool calling sin enviar datos a la nube. 🔒","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-ollama-local","author":"vladimiracunadev-create","version":"1.0.0","tags":["mcp","real","python","vladimiracunadev-create"],"source":{"type":"github","url":"https://github.com/vladimiracunadev-create/mcp-ollama-local","note":"Real MCP server. 0 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-ollama-local.svg","page_url":"https://www.marketnow.site/s/real-mcp-ollama-local"},{"id":"mn-real-mcpcloudtools","name":"mcpcloudtools","slug":"real-mcpcloudtools","description":"Dynamically generate and test MCP tools in real time from cURL inputs using a simple FastAPI Web Application.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcpcloudtools","author":"risabhmishra","version":"1.0.0","tags":["mcp","real","python","risabhmishra"],"source":{"type":"github","url":"https://github.com/risabhmishra/mcpcloudtools","note":"Real MCP server. 1 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcpcloudtools.svg","page_url":"https://www.marketnow.site/s/real-mcpcloudtools"},{"id":"mn-real-carrepair","name":"car_repair","slug":"real-car-repair","description":"A production-ready FastAPI application demonstrating enterprise-grade integration between business applications and Large Language Models using the Model Context Protocol (MCP).","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install car_repair","author":"giffeler","version":"1.0.0","tags":["mcp","real","python","giffeler"],"source":{"type":"github","url":"https://github.com/giffeler/car_repair","note":"Real MCP server. 0 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-car-repair.svg","page_url":"https://www.marketnow.site/s/real-car-repair"},{"id":"mn-real-financialdata","name":"financial-data","slug":"real-financial-data","description":"A FastAPI-based financial data service that provides comprehensive stock market information through RESTful APIs and MCP.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install financial-data","author":"aostock","version":"1.0.0","tags":["mcp","real","python","aostock"],"source":{"type":"github","url":"https://github.com/aostock/financial-data","note":"Real MCP server. 2 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-financial-data.svg","page_url":"https://www.marketnow.site/s/real-financial-data"},{"id":"mn-real-frontappmcpserver","name":"frontapp-mcp-server","slug":"real-frontapp-mcp-server","description":"MCP Server for Front App","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/iktakahiro/frontapp-mcp-server","author":"iktakahiro","version":"1.0.0","tags":["mcp","real","typescript","iktakahiro"],"source":{"type":"github","url":"https://github.com/iktakahiro/frontapp-mcp-server","note":"Real MCP server. 1 stars. Language: TypeScript."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-frontapp-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-frontapp-mcp-server"},{"id":"mn-real-serhatsoaidrivenmult","name":"ai-driven-multimodal-analytics","slug":"real-ai-driven-multimodal-analytics-2","description":"Enterprise-grade Multimodal AI Gateway leveraging FastAPI, OpenAI (GPT-4o, Whisper, TTS), and MCP Server architecture. Featuring asynchronous task processing, Redis caching, and real-time AI/ML pipeli","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install ai-driven-multimodal-analytics","author":"serhatsoysal","version":"1.0.0","tags":["mcp","real","python","serhatsoysal"],"source":{"type":"github","url":"https://github.com/serhatsoysal/ai-driven-multimodal-analytics","note":"Real MCP server. 1 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-ai-driven-multimodal-analytics-2.svg","page_url":"https://www.marketnow.site/s/real-ai-driven-multimodal-analytics-2"},{"id":"mn-real-mcptarot","name":"mcp-tarot","slug":"real-mcp-tarot","description":"MCP server for tarot card readings and search via tarotapi.dev","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/pipeworx-io/mcp-tarot","author":"pipeworx-io","version":"1.0.0","tags":["mcp","real","typescript","pipeworx-io"],"source":{"type":"github","url":"https://github.com/pipeworx-io/mcp-tarot","note":"Real MCP server. 0 stars. Language: TypeScript."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-tarot.svg","page_url":"https://www.marketnow.site/s/real-mcp-tarot"},{"id":"mn-real-homebrewtap","name":"homebrew-tap","slug":"real-homebrew-tap","description":"EveryAPI CLI / MCP server Homebrew tap (brew tap everyapi-ai/tap)","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/everyapi-ai/homebrew-tap","author":"everyapi-ai","version":"1.0.0","tags":["mcp","real","ruby","everyapi-ai"],"source":{"type":"github","url":"https://github.com/everyapi-ai/homebrew-tap","note":"Real MCP server. 0 stars. Language: Ruby."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":54,"badge_url":"https://www.marketnow.site/api/badge/real-homebrew-tap.svg","page_url":"https://www.marketnow.site/s/real-homebrew-tap"},{"id":"mn-real-oraclememory","name":"Oracle-memory","slug":"real-oracle-memory","description":"File-backed MCP memory server for AI agents. BM25 + vector search + entity graph + auto-consolidation. No database needed.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/JonusNattapong/Oracle-memory","author":"JonusNattapong","version":"1.0.0","tags":["mcp","real","typescript","jonusnattapong"],"source":{"type":"github","url":"https://github.com/JonusNattapong/Oracle-memory","note":"Real MCP server. 0 stars. Language: TypeScript."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":54,"badge_url":"https://www.marketnow.site/api/badge/real-oracle-memory.svg","page_url":"https://www.marketnow.site/s/real-oracle-memory"},{"id":"mn-real-ollamamcpoadapter","name":"ollama-mcpo-adapter","slug":"real-ollama-mcpo-adapter","description":"Adapter to expose MCPO, the MCP-to-OpenAPI proxy server, tools in Ollama-compatible format","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install ollama-mcpo-adapter","author":"tappi287","version":"1.0.0","tags":["mcp","real","python","tappi287"],"source":{"type":"github","url":"https://github.com/tappi287/ollama-mcpo-adapter","note":"Real MCP server. 4 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":58,"badge_url":"https://www.marketnow.site/api/badge/real-ollama-mcpo-adapter.svg","page_url":"https://www.marketnow.site/s/real-ollama-mcpo-adapter"},{"id":"mn-real-demomcpwlocalllm","name":"DemoMCPwLocalLLM","slug":"real-demomcpwlocalllm","description":"This is a demo project showing how to create an MCP client with a local LLM in both Python and TypeScript. It also demonstrates how to configure an MCP server in Python (with FastAPI) and in TypeScrip","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/HokageM/DemoMCPwLocalLLM","author":"HokageM","version":"1.0.0","tags":["mcp","real","typescript","hokagem"],"source":{"type":"github","url":"https://github.com/HokageM/DemoMCPwLocalLLM","note":"Real MCP server. 0 stars. Language: TypeScript."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":48,"badge_url":"https://www.marketnow.site/api/badge/real-demomcpwlocalllm.svg","page_url":"https://www.marketnow.site/s/real-demomcpwlocalllm"},{"id":"mn-real-fastapiexamplesimple","name":"fastapi-example-simple-mcp","slug":"real-fastapi-example-simple-mcp","description":"Simple MCP (Multi-Client Protocol) Using FastAPI.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install fastapi-example-simple-mcp","author":"halovina","version":"1.0.0","tags":["mcp","real","python","halovina"],"source":{"type":"github","url":"https://github.com/halovina/fastapi-example-simple-mcp","note":"Real MCP server. 0 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":51,"badge_url":"https://www.marketnow.site/api/badge/real-fastapi-example-simple-mcp.svg","page_url":"https://www.marketnow.site/s/real-fastapi-example-simple-mcp"},{"id":"mn-real-mcpdev","name":"mcp-dev","slug":"real-mcp-dev","description":"MCP server that scaffolds full-stack projects (FastAPI + React/HTMX) with Docker, CI/CD, and database config","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-dev","author":"dawiegriesel","version":"1.0.0","tags":["mcp","real","python","dawiegriesel"],"source":{"type":"github","url":"https://github.com/dawiegriesel/mcp-dev","note":"Real MCP server. 0 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":51,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-dev.svg","page_url":"https://www.marketnow.site/s/real-mcp-dev"},{"id":"mn-real-supermcp","name":"supermcp","slug":"real-supermcp","description":"🚀 SuperMCP - Create multiple isolated MCP servers using a single connector. Build powerful Model Context Protocol integrations for databases (PostgreSQL, MSSQL) with FastAPI backend, React dashboard,","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install supermcp","author":"dhanababum","version":"1.0.0","tags":["mcp","real","python","dhanababum"],"source":{"type":"github","url":"https://github.com/dhanababum/supermcp","note":"Real MCP server. 61 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-supermcp.svg","page_url":"https://www.marketnow.site/s/real-supermcp"},{"id":"mn-real-openweathermap","name":"Open_Weather_Map","slug":"real-open-weather-map","description":"A FastAPI MCP server that provides real-time weather data and forecasts for cities worldwide using natural language queries and OpenWeatherMap API.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install Open_Weather_Map","author":"jaiswalraj03014","version":"1.0.0","tags":["mcp","real","python","jaiswalraj03014"],"source":{"type":"github","url":"https://github.com/jaiswalraj03014/Open_Weather_Map","note":"Real MCP server. 0 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":51,"badge_url":"https://www.marketnow.site/api/badge/real-open-weather-map.svg","page_url":"https://www.marketnow.site/s/real-open-weather-map"},{"id":"mn-real-therealumcpagentstar","name":"MCP---Agent-Starter-Kit","slug":"real-mcp-agent-starter-kit-2","description":"Starter pack for building AI-powered chatbots, multi-agent workflows, and MCP servers. Includes a website Q/A bot, MCP docs server, and multi-agent orchestration examples with FastAPI and OpenAI integ","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install MCP---Agent-Starter-Kit","author":"therealumerhayat","version":"1.0.0","tags":["mcp","real","python","therealumerhayat"],"source":{"type":"github","url":"https://github.com/therealumerhayat/MCP---Agent-Starter-Kit","note":"Real MCP server. 0 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":51,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-agent-starter-kit-2.svg","page_url":"https://www.marketnow.site/s/real-mcp-agent-starter-kit-2"},{"id":"mn-real-camt053","name":"camt053","slug":"real-camt053","description":"Read ISO 20022 camt Bank-to-Customer Statements (camt.052/053/054) and generate validated reversing entries by return reason code such as AC04 Closed Account. Core library with a Click CLI and FastAPI","category":"Finance","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install camt053 || uvx camt053","author":"sebastienrousseau","version":"1.0.0","tags":["mcp","real","python","sebastienrousseau","bank-statement"],"source":{"type":"github","url":"https://github.com/sebastienrousseau/camt053","note":"Real MCP server. 1 stars. Language: Python. Last push: 2026-07-18T15:43:42Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-camt053.svg","page_url":"https://www.marketnow.site/s/real-camt053"},{"id":"mn-real-sparda","name":"sparda","slug":"real-sparda","description":"Turn any Express/FastAPI app into an MCP server, in one command.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/zyx77550/sparda","author":"zyx77550","version":"1.0.0","tags":["mcp","real","javascript","zyx77550"],"source":{"type":"github","url":"https://github.com/zyx77550/sparda","note":"Real MCP server. 3 stars. Language: JavaScript. Last push: 2026-07-18T13:55:42Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-sparda.svg","page_url":"https://www.marketnow.site/s/real-sparda"},{"id":"mn-real-instapdownmcp","name":"instapdown-mcp","slug":"real-instapdown-mcp","description":"16 Instagram creator tools as an MCP server — Reels/Story/carousel downloaders, engagement audit, hashtag search, Reels hook generator, best-time-to-post and content calendar.","category":"Search","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y instapdown-mcp","author":"farukkolip","version":"1.0.0","tags":["mcp","real","typescript","farukkolip"],"source":{"type":"github","url":"https://github.com/farukkolip/instapdown-mcp","note":"Real MCP server. 1 stars. Language: TypeScript. Last push: 2026-07-22T11:00:00Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-instapdown-mcp.svg","page_url":"https://www.marketnow.site/s/real-instapdown-mcp"},{"id":"mn-real-pingwaclient","name":"pingwa-client","slug":"real-pingwa-client","description":"Text your phone from any agent, script or CI - and tap to reply. Python/CLI/MCP client for pingwa.","category":"Communication","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install pingwa-client || uvx pingwa-client","author":"grzgrzgrz3","version":"1.0.0","tags":["mcp","real","python","grzgrzgrz3","ai-agents"],"source":{"type":"github","url":"https://github.com/grzgrzgrz3/pingwa-client","note":"Real MCP server. 0 stars. Language: Python. Last push: 2026-07-22T22:23:20Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":54,"badge_url":"https://www.marketnow.site/api/badge/real-pingwa-client.svg","page_url":"https://www.marketnow.site/s/real-pingwa-client"},{"id":"mn-npm-03424","name":"@iktakahiro/frontapp-mcp-server","slug":"iktakahiro-frontapp-mcp-server","description":"Front API client with Model Context Protocol support","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y @iktakahiro/frontapp-mcp-server","author":"iktakahiro","version":"0.9.6","tags":["mcp","mcp","mcp-server","front","frontapp"],"source":{"type":"npm-registry","url":"https://www.npmjs.com/package/@iktakahiro/frontapp-mcp-server","note":"Indexed from the public npm registry with Sentinel Index Heuristics (age, weekly downloads, typosquat distance, injection markers)."},"indexed_at":"2026-09-09","tier":"core","npm_downloads_wk":0,"trust_score_100":80,"badge_url":"https://www.marketnow.site/api/badge/iktakahiro-frontapp-mcp-server.svg","page_url":"https://www.marketnow.site/s/iktakahiro-frontapp-mcp-server"},{"id":"mn-npm-03531","name":"@wallacewen/tapd-mcp-server","slug":"wallacewen-tapd-mcp-server","description":"Model Context Protocol server for TAPD (Tencent Agile Product Development) - Provides professional weekly report generation and timesheet analysis","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y @wallacewen/tapd-mcp-server","author":"wallacewen","version":"1.4.0","tags":["mcp","tapd","mcp","model-context-protocol","timesheets"],"source":{"type":"npm-registry","url":"https://www.npmjs.com/package/@wallacewen/tapd-mcp-server","note":"Indexed from the public npm registry with Sentinel Index Heuristics (age, weekly downloads, typosquat distance, injection markers)."},"indexed_at":"2026-09-09","tier":"core","npm_downloads_wk":0,"trust_score_100":80,"badge_url":"https://www.marketnow.site/api/badge/wallacewen-tapd-mcp-server.svg","page_url":"https://www.marketnow.site/s/wallacewen-tapd-mcp-server"},{"id":"mn-npm-04011","name":"@dipseth/dataproc-mcp-server","slug":"dipseth-dataproc-mcp-server","description":"A production-ready Model Context Protocol (MCP) server for Google Cloud Dataproc operations. Provides intelligent defaults, comprehensive tooling, and seamless integration with Roo (VS Code) for big d","category":"Cloud Platforms","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y @dipseth/dataproc-mcp-server","author":"dipseth","version":"4.7.0","tags":["mcp","[\"mcp\"","\"dataproc\"","\"google-cloud\"","\"model-context-protocol\""],"source":{"type":"npm-registry","url":"https://www.npmjs.com/package/@dipseth/dataproc-mcp-server","note":"Indexed from the public npm registry with Sentinel Index Heuristics (age, weekly downloads, typosquat distance, injection markers)."},"indexed_at":"2026-09-09","tier":"core","npm_downloads_wk":0,"trust_score_100":80,"badge_url":"https://www.marketnow.site/api/badge/dipseth-dataproc-mcp-server.svg","page_url":"https://www.marketnow.site/s/dipseth-dataproc-mcp-server"},{"id":"mn-npm-00894","name":"@catapulta/mcp-server","slug":"catapulta-mcp-server","description":"Catapulta MCP Server","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y @catapulta/mcp-server","author":"kartojal","version":"0.7.4","tags":["mcp"],"source":{"type":"npm-registry","url":"https://www.npmjs.com/package/@catapulta/mcp-server","note":"Indexed from the public npm registry with Sentinel Index Heuristics (age, weekly downloads, typosquat distance, injection markers)."},"indexed_at":"2026-09-09","tier":"core","npm_downloads_wk":0,"trust_score_100":70,"badge_url":"https://www.marketnow.site/api/badge/catapulta-mcp-server.svg","page_url":"https://www.marketnow.site/s/catapulta-mcp-server"},{"id":"mn-npm-05108","name":"gpt-mcp","slug":"gpt-mcp","description":"MCP CLI-прокси для GPT-сервера Persora (FastAPI)","category":"AI/ML","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y gpt-mcp","author":"badushich","version":"1.0.0","tags":["mcp"],"source":{"type":"npm-registry","url":"https://www.npmjs.com/package/gpt-mcp","note":"Indexed from the public npm registry with Sentinel Index Heuristics (age, weekly downloads, typosquat distance, injection markers)."},"indexed_at":"2026-09-09","tier":"core","npm_downloads_wk":0,"trust_score_100":70,"badge_url":"https://www.marketnow.site/api/badge/gpt-mcp.svg","page_url":"https://www.marketnow.site/s/gpt-mcp"},{"id":"mn-npm-05114","name":"@persora/gpt-mcp","slug":"persora-gpt-mcp","description":"MCP CLI-прокси для GPT-сервера Persora (FastAPI)","category":"AI/ML","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y @persora/gpt-mcp","author":"badushich","version":"1.0.8","tags":["mcp"],"source":{"type":"npm-registry","url":"https://www.npmjs.com/package/@persora/gpt-mcp","note":"Indexed from the public npm registry with Sentinel Index Heuristics (age, weekly downloads, typosquat distance, injection markers)."},"indexed_at":"2026-09-09","tier":"core","npm_downloads_wk":0,"trust_score_100":70,"badge_url":"https://www.marketnow.site/api/badge/persora-gpt-mcp.svg","page_url":"https://www.marketnow.site/s/persora-gpt-mcp"},{"id":"mn-npm-01314","name":"@camscanner/tapd-mcp-server","slug":"camscanner-tapd-mcp-server","description":"MCP Server for querying TAPD bug tracking","category":"Developer Tools","price":0,"free":true,"sentinel_score":6,"review_status":"auto-scanned","risk_level":"red","install":"npx -y @camscanner/tapd-mcp-server","author":"camscanner-share","version":"1.3.7","tags":["mcp","mcp","tapd","bug-tracking"],"source":{"type":"npm-registry","url":"https://www.npmjs.com/package/@camscanner/tapd-mcp-server","note":"Indexed from the public npm registry with Sentinel Index Heuristics (age, weekly downloads, typosquat distance, injection markers)."},"indexed_at":"2026-09-09","tier":"core","npm_downloads_wk":0,"trust_score_100":60,"badge_url":"https://www.marketnow.site/api/badge/camscanner-tapd-mcp-server.svg","page_url":"https://www.marketnow.site/s/camscanner-tapd-mcp-server"},{"id":"mn-npm-02486","name":"trilium-mcp-server","slug":"trilium-mcp-server","description":"Model Context Protocol server for Trilium Notes ETAPI","category":"Developer Tools","price":0,"free":true,"sentinel_score":6,"review_status":"auto-scanned","risk_level":"red","install":"npx -y trilium-mcp-server","author":"paerrin","version":"0.1.7","tags":["mcp","mcp","model-context-protocol","trilium","trilium-notes"],"source":{"type":"npm-registry","url":"https://www.npmjs.com/package/trilium-mcp-server","note":"Indexed from the public npm registry with Sentinel Index Heuristics (age, weekly downloads, typosquat distance, injection markers)."},"indexed_at":"2026-09-09","tier":"core","npm_downloads_wk":0,"trust_score_100":60,"badge_url":"https://www.marketnow.site/api/badge/trilium-mcp-server.svg","page_url":"https://www.marketnow.site/s/trilium-mcp-server"},{"id":"mn-npm-04557","name":"@maccards/mcp","slug":"maccards-mcp","description":"Model Context Protocol server for makcards.online — metaphor association cards for self-reflection. Hosted at mcp.makcards.online + mcp.journalingapp.app and runnable locally via `npx @maccards/mcp`.","category":"Developer Tools","price":0,"free":true,"sentinel_score":6,"review_status":"auto-scanned","risk_level":"red","install":"npx -y @maccards/mcp","author":"dimlight","version":"0.3.10","tags":["mcp","mcp","model-context-protocol","makcards","metaphor-cards"],"source":{"type":"npm-registry","url":"https://www.npmjs.com/package/@maccards/mcp","note":"Indexed from the public npm registry with Sentinel Index Heuristics (age, weekly downloads, typosquat distance, injection markers)."},"indexed_at":"2026-09-09","tier":"core","npm_downloads_wk":0,"trust_score_100":60,"badge_url":"https://www.marketnow.site/api/badge/maccards-mcp.svg","page_url":"https://www.marketnow.site/s/maccards-mcp"},{"id":"mn-npm-04616","name":"sce-tools-mcp","slug":"sce-tools-mcp","description":"SCE Tools MCP Server with full Python CLI feature parity - Model Context Protocol server for SCE (Spark Creative Editor) game development","category":"AI/ML","price":0,"free":true,"sentinel_score":6,"review_status":"auto-scanned","risk_level":"red","install":"npx -y sce-tools-mcp","author":"lishuxxx","version":"1.3.0","tags":["mcp","mcp","sce","model-context-protocol","taptap-code"],"source":{"type":"npm-registry","url":"https://www.npmjs.com/package/sce-tools-mcp","note":"Indexed from the public npm registry with Sentinel Index Heuristics (age, weekly downloads, typosquat distance, injection markers)."},"indexed_at":"2026-09-09","tier":"core","npm_downloads_wk":0,"trust_score_100":60,"badge_url":"https://www.marketnow.site/api/badge/sce-tools-mcp.svg","page_url":"https://www.marketnow.site/s/sce-tools-mcp"},{"id":"mn-npm-00451","name":"@taptap/tds-mcp-server","slug":"taptap-tds-mcp-server","description":"TDS MCP server","category":"Developer Tools","price":0,"free":true,"sentinel_score":5,"review_status":"auto-scanned","risk_level":"red","install":"npx -y @taptap/tds-mcp-server","author":"xdanger","version":"0.1.6","tags":["mcp"],"source":{"type":"npm-registry","url":"https://www.npmjs.com/package/@taptap/tds-mcp-server","note":"Indexed from the public npm registry with Sentinel Index Heuristics (age, weekly downloads, typosquat distance, injection markers)."},"indexed_at":"2026-09-09","tier":"core","npm_downloads_wk":0,"trust_score_100":50,"badge_url":"https://www.marketnow.site/api/badge/taptap-tds-mcp-server.svg","page_url":"https://www.marketnow.site/s/taptap-tds-mcp-server"},{"id":"mn-npm-01109","name":"@lastbluetape/mcp-server","slug":"lastbluetape-mcp-server","description":"MCP server for LastBlueTape punch list management","category":"Developer Tools","price":0,"free":true,"sentinel_score":5,"review_status":"auto-scanned","risk_level":"red","install":"npx -y @lastbluetape/mcp-server","author":"vulkanr","version":"1.0.1","tags":["mcp"],"source":{"type":"npm-registry","url":"https://www.npmjs.com/package/@lastbluetape/mcp-server","note":"Indexed from the public npm registry with Sentinel Index Heuristics (age, weekly downloads, typosquat distance, injection markers)."},"indexed_at":"2026-09-09","tier":"core","npm_downloads_wk":0,"trust_score_100":50,"badge_url":"https://www.marketnow.site/api/badge/lastbluetape-mcp-server.svg","page_url":"https://www.marketnow.site/s/lastbluetape-mcp-server"},{"id":"mn-npm-03483","name":"@iflow-mcp/frontapp-mcp-server","slug":"iflow-mcp-frontapp-mcp-server","description":"Model Context Protocol server for Frontapp API integration","category":"AI/ML","price":0,"free":true,"sentinel_score":5,"review_status":"auto-scanned","risk_level":"red","install":"npx -y @iflow-mcp/frontapp-mcp-server","author":"chatflowdev","version":"1.0.0","tags":["mcp","mcp","frontapp","model-context-protocol","claude"],"source":{"type":"npm-registry","url":"https://www.npmjs.com/package/@iflow-mcp/frontapp-mcp-server","note":"Indexed from the public npm registry with Sentinel Index Heuristics (age, weekly downloads, typosquat distance, injection markers)."},"indexed_at":"2026-09-09","tier":"core","npm_downloads_wk":0,"trust_score_100":50,"badge_url":"https://www.marketnow.site/api/badge/iflow-mcp-frontapp-mcp-server.svg","page_url":"https://www.marketnow.site/s/iflow-mcp-frontapp-mcp-server"},{"id":"mn-gh2-00478","name":"mcp-browser-use","slug":"mcp-browser-use-0478","description":"FastAPI MCP server that exposes browser-use automation through a testable Model Context Protocol boundary.","category":"Browser Automation","price":0,"free":true,"sentinel_score":10,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/JovaniPink/mcp-browser-use","author":"JovaniPink","version":"0.0.0","tags":["mcp","github","agentic-ai","browser-automation","browser-use"],"source":{"type":"github","url":"https://github.com/JovaniPink/mcp-browser-use","note":"Indexed via GitHub search + awesome-mcp-servers curation. Sentinel Index Heuristics applied (stars, age, activity, typosquat, injection).","stars":62,"language":"Python","last_push":"2026-09-06T21:49:29Z"},"indexed_at":"2026-09-10","tier":"core","trust_score_100":88,"badge_url":"https://www.marketnow.site/api/badge/mcp-browser-use-0478.svg","page_url":"https://www.marketnow.site/s/mcp-browser-use-0478"},{"id":"mn-gh2-02502","name":"ANF-OneLake-AIFoundry","slug":"anf-onelake-aifoundry-2502","description":"Zero-copy agentic RAG on Azure: Azure NetApp Files → Fabric/OneLake shortcuts → Azure AI Search → AI Foundry agents, with MCP tools and a capital-markets agent architecture. Workshop + lab guide. Sele","category":"Search","price":0,"free":true,"sentinel_score":9,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/DwirefS/ANF-OneLake-AIFoundry","author":"DwirefS","version":"0.0.0","tags":["mcp","github","agentic-ai","azure-ai-foundry","azure-ai-search"],"source":{"type":"github","url":"https://github.com/DwirefS/ANF-OneLake-AIFoundry","note":"Indexed via GitHub search + awesome-mcp-servers curation. Sentinel Index Heuristics applied (stars, age, activity, typosquat, injection).","stars":1,"language":"PowerShell","last_push":"2026-03-23T09:24:21Z"},"indexed_at":"2026-09-10","tier":"core","trust_score_100":90,"badge_url":"https://www.marketnow.site/api/badge/anf-onelake-aifoundry-2502.svg","page_url":"https://www.marketnow.site/s/anf-onelake-aifoundry-2502"},{"id":"mn-py2-00583","name":"archicad-mcp","slug":"archicad-mcp","description":"MCP server for Archicad automation via Archicad's built-in JSON API, with Tapir add-on support","category":"Version Control","price":0,"free":true,"sentinel_score":9,"review_status":"auto-scanned","risk_level":"red","install":"uvx archicad-mcp","author":"Botond Ormandi","version":"0.2.2","tags":["mcp","python"],"source":{"type":"pypi","url":"https://pypi.org/project/archicad-mcp/","note":"Indexed from PyPI with Sentinel Index Heuristics (package age, GitHub repo link, curated lists, injection markers). Downloads from pypistats when available.","repo_url":"https://github.com/Boti-Ormandi/archicad-mcp"},"indexed_at":"2026-09-10","tier":"core","trust_score_100":90,"badge_url":"https://www.marketnow.site/api/badge/archicad-mcp.svg","page_url":"https://www.marketnow.site/s/archicad-mcp"},{"id":"mn-py2-00596","name":"ariadne-mcp","slug":"ariadne-mcp","description":"Fast local MCP server for deterministic cross-service API-chain discovery across REST, GraphQL, Kafka, TypeScript, and FastAPI.","category":"Version Control","price":0,"free":true,"sentinel_score":9,"review_status":"auto-scanned","risk_level":"red","install":"uvx ariadne-mcp","author":"whyy","version":"0.1.3","tags":["mcp","python"],"source":{"type":"pypi","url":"https://pypi.org/project/ariadne-mcp/","note":"Indexed from PyPI with Sentinel Index Heuristics (package age, GitHub repo link, curated lists, injection markers). Downloads from pypistats when available.","repo_url":"https://github.com/whyy9527/ariadne"},"indexed_at":"2026-09-10","tier":"core","trust_score_100":90,"badge_url":"https://www.marketnow.site/api/badge/ariadne-mcp.svg","page_url":"https://www.marketnow.site/s/ariadne-mcp"},{"id":"mn-py2-00745","name":"auto-browser-mcp","slug":"auto-browser-mcp","description":"MCP stdio bridge for Auto Browser (metapackage for `uvx auto-browser-mcp`)","category":"Version Control","price":0,"free":true,"sentinel_score":9,"review_status":"auto-scanned","risk_level":"red","install":"uvx auto-browser-mcp","author":"unknown","version":"1.7.0","tags":["mcp","python"],"source":{"type":"pypi","url":"https://pypi.org/project/auto-browser-mcp/","note":"Indexed from PyPI with Sentinel Index Heuristics (package age, GitHub repo link, curated lists, injection markers). Downloads from pypistats when available.","repo_url":"https://github.com/LvcidPsyche/auto-browser"},"indexed_at":"2026-09-10","tier":"core","trust_score_100":90,"badge_url":"https://www.marketnow.site/api/badge/auto-browser-mcp.svg","page_url":"https://www.marketnow.site/s/auto-browser-mcp"},{"id":"mn-py2-01328","name":"catapult-mcp","slug":"catapult-mcp","description":"MCP server for querying heterogeneous catalysis databases","category":"Version Control","price":0,"free":true,"sentinel_score":9,"review_status":"auto-scanned","risk_level":"red","install":"uvx catapult-mcp","author":"Reto Stamm