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Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":71,"badge_url":"https://www.marketnow.site/api/badge/real-reddit-mcp.svg","page_url":"https://www.marketnow.site/s/real-reddit-mcp"},{"id":"mn-gen-07454","name":"rust-docs-mcp-server","slug":"real-rust-docs-mcp-server","description":"πŸ¦€ Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install rust-docs-mcp-server","author":"Govcraft","version":"1.0.0","tags":["mcp","real","rust","govcraft","ai"],"source":{"type":"github","url":"https://github.com/Govcraft/rust-docs-mcp-server","note":"Real MCP server. 285 stars. Language: Rust. Last push: 2025-11-24T19:44:06Z. 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Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-scholar-feed-mcp.svg","page_url":"https://www.marketnow.site/s/real-scholar-feed-mcp"},{"id":"mn-real-srclight","name":"srclight","slug":"real-srclight","description":"Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 1","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install srclight || uvx srclight","author":"srclight","version":"1.0.0","tags":["mcp","real","python","srclight","code-indexing"],"source":{"type":"github","url":"https://github.com/srclight/srclight","note":"Real MCP server. 51 stars. Language: Python. Last push: 2026-04-27T03:03:18Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-srclight.svg","page_url":"https://www.marketnow.site/s/real-srclight"},{"id":"mn-real-redditoptionstraderr","name":"Reddit-Options-Trader-ROT-","slug":"real-reddit-options-trader-rot","description":"A modular research pipeline that turns trending Reddit discussions into structured market events and options trade ideas.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install Reddit-Options-Trader-ROT- || uvx Reddit-Options-Trader-ROT-","author":"Mattbusel","version":"1.0.0","tags":["mcp","real","python","mattbusel","finance"],"source":{"type":"github","url":"https://github.com/Mattbusel/Reddit-Options-Trader-ROT-","note":"Real MCP server. 12 stars. Language: Python. Last push: 2026-04-27T04:35:01Z. 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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-hipocampo","name":"hipocampo","slug":"real-hipocampo","description":"Sistema de Memoria Dual con BΓΊsqueda Integrada por Relevancia Expansiva (BIRE) β€” PostgreSQL + pgvector + Gemini Embeddings","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install hipocampo || uvx hipocampo","author":"carrasquelalex1","version":"1.0.0","tags":["mcp","real","python","carrasquelalex1","ai-agent"],"source":{"type":"github","url":"https://github.com/carrasquelalex1/hipocampo","note":"Real MCP server. 3 stars. Language: Python. Last push: 2026-07-06T01:31:08Z. 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Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-engram.svg","page_url":"https://www.marketnow.site/s/real-engram"},{"id":"mn-real-graphmemory","name":"graph-memory","slug":"real-graph-memory","description":"A personal knowledge graph for Claude that survives across sessions, devices, and tools. Neo4j + semantic embeddings, OAuth-secured, single-user-by-default but multi-tenant-ready.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y graph-memory","author":"stevepridemore","version":"1.0.0","tags":["mcp","real","typescript","stevepridemore","agent-memory"],"source":{"type":"github","url":"https://github.com/stevepridemore/graph-memory","note":"Real MCP server. 2 stars. Language: TypeScript. Last push: 2026-05-17T20:03:17Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-graph-memory.svg","page_url":"https://www.marketnow.site/s/real-graph-memory"},{"id":"mn-real-devrag","name":"devrag","slug":"real-devrag","description":"Markdown vector search MCP server for Claude Code. Natural language search for markdown files using multilingual-e5-small embeddings.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/tomohiro-owada/devrag","author":"tomohiro-owada","version":"1.0.0","tags":["mcp","real","go","tomohiro-owada","claude-code"],"source":{"type":"github","url":"https://github.com/tomohiro-owada/devrag","note":"Real MCP server. 63 stars. Language: Go. Last push: 2026-04-15T22:43:14Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-devrag.svg","page_url":"https://www.marketnow.site/s/real-devrag"},{"id":"mn-real-mcpserver-x29","name":"mcp-server","slug":"real-mcp-server-29","description":"MCP server for AI agents to manage ad campaigns across Google, Meta, LinkedIn, Microsoft, Reddit, TikTok, and more","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-server","author":"Synter-Media-AI","version":"1.0.0","tags":["mcp","real","javascript","synter-media-ai"],"source":{"type":"github","url":"https://github.com/Synter-Media-AI/mcp-server","note":"Real MCP server. 13 stars. Language: JavaScript. Last push: 2026-06-16T20:46:39Z. 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-29.svg","page_url":"https://www.marketnow.site/s/real-mcp-server-29"},{"id":"mn-real-painspottermcp","name":"painspotter-mcp","slug":"real-painspotter-mcp","description":"Remote MCP for PainSpotter - AI-analyzed startup opportunities from Reddit, Hacker News, Product Hunt & Stack Exchange.","category":"Web APIs","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install painspotter-mcp || uvx painspotter-mcp","author":"archoor","version":"1.0.0","tags":["mcp","real","python","archoor","ai"],"source":{"type":"github","url":"https://github.com/archoor/painspotter-mcp","note":"Real MCP server. 1 stars. Language: Python. Last push: 2026-06-15T13:51:06Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-painspotter-mcp.svg","page_url":"https://www.marketnow.site/s/real-painspotter-mcp"},{"id":"mn-real-scaviomcp","name":"scavio-mcp","slug":"real-scavio-mcp","description":"Production ready MCP server with real-time search & extract in Google, Amazon, YouTube, Walmart, Reddit, TikTok and Instagram","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/scavio-ai/scavio-mcp","author":"scavio-ai","version":"1.0.0","tags":["mcp","real","typescript","scavio-ai","ai"],"source":{"type":"github","url":"https://github.com/scavio-ai/scavio-mcp","note":"Real MCP server. 4 stars. Language: TypeScript. Last push: 2026-07-01T22:29:06Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-scavio-mcp.svg","page_url":"https://www.marketnow.site/s/real-scavio-mcp"},{"id":"mn-real-redditmcpbuddy","name":"reddit-mcp-buddy","slug":"real-reddit-mcp-buddy","description":"Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y reddit-mcp-buddy","author":"karanb192","version":"1.0.0","tags":["mcp","real","typescript","karanb192","ai-assistant"],"source":{"type":"github","url":"https://github.com/karanb192/reddit-mcp-buddy","note":"Real MCP server. 747 stars. Language: TypeScript. Last push: 2026-06-29T06:21:07Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-reddit-mcp-buddy.svg","page_url":"https://www.marketnow.site/s/real-reddit-mcp-buddy"},{"id":"mn-real-redditresearchmcp","name":"reddit-research-mcp","slug":"real-reddit-research-mcp","description":"Turn Reddit's chaos into structured insights with full citations. MCP server for competitive analysis, customer discovery, and market research. Zero-setup hosted solution with semantic search across 2","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install reddit-research-mcp || uvx reddit-research-mcp","author":"king-of-the-grackles","version":"1.0.0","tags":["mcp","real","python","king-of-the-grackles","ai-tools"],"source":{"type":"github","url":"https://github.com/king-of-the-grackles/reddit-research-mcp","note":"Real MCP server. 201 stars. Language: Python. Last push: 2026-07-02T09:22:02Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-reddit-research-mcp.svg","page_url":"https://www.marketnow.site/s/real-reddit-research-mcp"},{"id":"mn-real-sfmcp","name":"sf-mcp","slug":"real-sf-mcp","description":"Arm your agent with the ability to send 1000s of dm's on Reddit a day, selling while you sleep.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install sf-mcp || uvx sf-mcp","author":"signal-found","version":"1.0.0","tags":["mcp","real","python","signal-found"],"source":{"type":"github","url":"https://github.com/signal-found/sf-mcp","note":"Real MCP server. 3 stars. Language: Python. Last push: 2026-03-19T21:40:53Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-sf-mcp.svg","page_url":"https://www.marketnow.site/s/real-sf-mcp"},{"id":"mn-real-redditsummarizermcp","name":"reddit-summarizer-mcp","slug":"real-reddit-summarizer-mcp","description":"A MCP server for summarizing reddit homepage of the user or contents of subreddits and comments on posts.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install reddit-summarizer-mcp || uvx reddit-summarizer-mcp","author":"sinanefeozler","version":"1.0.0","tags":["mcp","real","python","sinanefeozler","mcp"],"source":{"type":"github","url":"https://github.com/sinanefeozler/reddit-summarizer-mcp","note":"Real MCP server. 13 stars. Language: Python. Last push: 2025-08-05T18:38:34Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-reddit-summarizer-mcp.svg","page_url":"https://www.marketnow.site/s/real-reddit-summarizer-mcp"},{"id":"mn-real-vectorcode","name":"VectorCode","slug":"real-vectorcode","description":"A code repository indexing tool to supercharge your LLM experience.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install VectorCode || uvx VectorCode","author":"Davidyz","version":"1.0.0","tags":["mcp","real","python","davidyz","embeddings"],"source":{"type":"github","url":"https://github.com/Davidyz/VectorCode","note":"Real MCP server. 871 stars. Language: Python. Last push: 2026-02-23T06:06:48Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":76,"badge_url":"https://www.marketnow.site/api/badge/real-vectorcode.svg","page_url":"https://www.marketnow.site/s/real-vectorcode"},{"id":"mn-real-coexistai","name":"CoexistAI","slug":"real-coexistai","description":"CoexistAI is a modular, developer-friendly research assistant framework . 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MCP server with semantic search, in-process embeddings, and web explorer.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/0xK3vin/MegaMemory","author":"0xK3vin","version":"1.0.0","tags":["mcp","real","typescript","0xk3vin"],"source":{"type":"github","url":"https://github.com/0xK3vin/MegaMemory","note":"Real MCP server. 176 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-megamemory.svg","page_url":"https://www.marketnow.site/s/real-megamemory"},{"id":"mn-real-opencodemcp","name":"opencode-mcp","slug":"real-opencode-mcp","description":"MCP server for OpenCode AI β€” 70 tools, 10 resources, 5 prompts. 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Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-memai.svg","page_url":"https://www.marketnow.site/s/real-memai"},{"id":"mn-real-mychatarchive","name":"mychatarchive","slug":"real-mychatarchive","description":"Local-first AI memory archive. Import ChatGPT, Claude, and Grok exports, generate semantic embeddings, and search via MCP server. Zero cloud, zero cost.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install mychatarchive","author":"1ch1n","version":"1.0.0","tags":["mcp","real","python","1ch1n"],"source":{"type":"github","url":"https://github.com/1ch1n/mychatarchive","note":"Real MCP server. 53 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mychatarchive.svg","page_url":"https://www.marketnow.site/s/real-mychatarchive"},{"id":"mn-real-orallexamarketingage","name":"orallexa-marketing-agent","slug":"real-orallexa-marketing-agent","description":"πŸ“£ AI marketing agent β€” submit project once, auto-generate platform-native posts for X / Reddit / HN / Dev.to / 小纒书 + 7 more. Bandit-driven variant prediction. MIT.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install orallexa-marketing-agent","author":"alex-jb","version":"1.0.0","tags":["mcp","real","python","alex-jb"],"source":{"type":"github","url":"https://github.com/alex-jb/orallexa-marketing-agent","note":"Real MCP server. 3 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-orallexa-marketing-agent.svg","page_url":"https://www.marketnow.site/s/real-orallexa-marketing-agent"},{"id":"mn-real-trendwatch","name":"TrendWatch","slug":"real-trendwatch","description":"πŸ“ˆ Free trend-monitoring & breakout alerts that run in your own GitHub repo. Watch Google, TikTok, YouTube, Reddit & Amazon - get pinged on Slack/Discord/Telegram/email when a keyword spikes. No serve","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install TrendWatch","author":"trendsmcp","version":"1.0.0","tags":["mcp","real","python","trendsmcp"],"source":{"type":"github","url":"https://github.com/trendsmcp/TrendWatch","note":"Real MCP server. 5 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-trendwatch.svg","page_url":"https://www.marketnow.site/s/real-trendwatch"},{"id":"mn-real-creatorcmcpserver","name":"mcp-server","slug":"real-mcp-server-60","description":"Official MCP server for CreatorCrawl. 60+ tools for TikTok, Instagram, YouTube, LinkedIn, Twitter/X, and Reddit. Install via stdio for Claude/Cursor/Windsurf or use the hosted streamable-http endpoint","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-server","author":"creatorcrawl","version":"1.0.0","tags":["mcp","real","javascript","creatorcrawl"],"source":{"type":"github","url":"https://github.com/creatorcrawl/mcp-server","note":"Real MCP server. 0 stars. Language: JavaScript."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-server-60.svg","page_url":"https://www.marketnow.site/s/real-mcp-server-60"},{"id":"mn-real-grepmem","name":"grepmem","slug":"real-grepmem","description":"Vectorless agent memory. HTML storage + grep retrieval. LongMemEval-S R@5 = 98.9%. No embedding, no vector DB.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/WAPA0012/grepmem","author":"WAPA0012","version":"1.0.0","tags":["mcp","real","javascript","wapa0012"],"source":{"type":"github","url":"https://github.com/WAPA0012/grepmem","note":"Real MCP server. 0 stars. Language: JavaScript."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-grepmem.svg","page_url":"https://www.marketnow.site/s/real-grepmem"},{"id":"mn-real-omnifeed","name":"omnifeed","slug":"real-omnifeed","description":"LLM-friendly web crawler & scraper with a dedicated Reddit engine, built on Crawl4AI β€” Open WebUI compatible","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/kinorai/omnifeed","author":"kinorai","version":"1.0.0","tags":["mcp","real","go","kinorai"],"source":{"type":"github","url":"https://github.com/kinorai/omnifeed","note":"Real MCP server. 4 stars. Language: Go."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-omnifeed.svg","page_url":"https://www.marketnow.site/s/real-omnifeed"},{"id":"mn-real-lien","name":"lien","slug":"real-lien","description":"Local-first semantic code search for AI coding assistants. Indexes your codebase with local embeddings and serves context over MCP β€” find code by meaning, check impact before editing, and surface comp","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y lien","author":"getlien","version":"1.0.0","tags":["mcp","real","typescript","getlien"],"source":{"type":"github","url":"https://github.com/getlien/lien","note":"Real MCP server. 2 stars. Language: TypeScript."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-lien.svg","page_url":"https://www.marketnow.site/s/real-lien"},{"id":"mn-real-xpozmcp","name":"xpoz-mcp","slug":"real-xpoz-mcp","description":"Xpoz MCP Server β€” Search Twitter, Instagram, Reddit & TikTok from AI agents. Billions of posts indexed.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y xpoz-mcp","author":"XPOZpublic","version":"1.0.0","tags":["mcp","real","unknown","xpozpublic"],"source":{"type":"github","url":"https://github.com/XPOZpublic/xpoz-mcp","note":"Real MCP server. 8 stars. Language: Unknown."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-xpoz-mcp.svg","page_url":"https://www.marketnow.site/s/real-xpoz-mcp"},{"id":"mn-real-alexandriasemanticre","name":"alexandria-semantic-recall","slug":"real-alexandria-semantic-recall","description":"A local semantic-recall MCP server for citation-integrity academic writing β€” fastembed ONNX embeddings on LanceDB, cross-lingual, fully offline. Recall-only by contract: fragments carry file and page;","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install alexandria-semantic-recall","author":"kengo006","version":"1.0.0","tags":["mcp","real","python","kengo006"],"source":{"type":"github","url":"https://github.com/kengo006/alexandria-semantic-recall","note":"Real MCP server. 0 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":54,"badge_url":"https://www.marketnow.site/api/badge/real-alexandria-semantic-recall.svg","page_url":"https://www.marketnow.site/s/real-alexandria-semantic-recall"},{"id":"mn-real-docrag","name":"docrag","slug":"real-docrag","description":"AI-powered documentation RAG system with MCP server for Claude Code. Search and retrieve technical documentation on-demand with vector embeddings and smart web scraping.","category":"Developer Tools","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install docrag","author":"ryan-m-bishop","version":"1.0.0","tags":["mcp","real","python","ryan-m-bishop"],"source":{"type":"github","url":"https://github.com/ryan-m-bishop/docrag","note":"Real MCP server. 4 stars. 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