{"page":1,"limit":100,"total":2064,"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":21,"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-00267","name":"agent-memory","slug":"real-agent-memory","description":"Local, searchable project memory for AI coding agents. Markdown source of truth, MCP interface, safe structured updates — no cloud.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/xChuCx/agent-memory","author":"xChuCx","version":"1.0.0","tags":["mcp","real","go","xchucx","ai-agents"],"source":{"type":"github","url":"https://github.com/xChuCx/agent-memory","note":"Real MCP server. 5 stars. Language: Go. Last push: 2026-06-09T20:49:10Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-agent-memory.svg","page_url":"https://www.marketnow.site/s/real-agent-memory"},{"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-net-00850","name":"fable","slug":"real-fable","description":"High-fidelity transcript memory for Claude Code — index every session, recall byte-identical, search, prune, compose. Local-first, stdlib-only, MCP.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install fable || uvx fable","author":"grooverLab","version":"1.0.0","tags":["mcp","real","python","grooverlab","agent-memory"],"source":{"type":"github","url":"https://github.com/grooverLab/fable","note":"Real MCP server. 5 stars. Language: Python. Last push: 2026-06-19T06:14:57Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-fable.svg","page_url":"https://www.marketnow.site/s/real-fable"},{"id":"mn-gen-02196","name":"claude-soul","slug":"real-claude-soul","description":"Self-correcting learning engine for Claude Code — persistent identity, behavioral pattern tracking, and cross-session memory","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y claude-soul","author":"DomDemetz","version":"1.0.0","tags":["mcp","real","typescript","domdemetz","ai"],"source":{"type":"github","url":"https://github.com/DomDemetz/claude-soul","note":"Real MCP server. 84 stars. Language: TypeScript. Last push: 2026-05-29T10:18:18Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-claude-soul.svg","page_url":"https://www.marketnow.site/s/real-claude-soul"},{"id":"mn-gen-02394","name":"ClawMem","slug":"real-clawmem","description":"On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/yoloshii/ClawMem","author":"yoloshii","version":"1.0.0","tags":["mcp","real","typescript","yoloshii","ai-agent-memory"],"source":{"type":"github","url":"https://github.com/yoloshii/ClawMem","note":"Real MCP server. 190 stars. Language: TypeScript. Last push: 2026-07-05T14:37:24Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-clawmem.svg","page_url":"https://www.marketnow.site/s/real-clawmem"},{"id":"mn-gen-02748","name":"context-memory","slug":"real-context-memory","description":"Persistent, searchable context storage across Claude Code sessions using SQLite + FTS5","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/ErebusEnigma/context-memory","author":"ErebusEnigma","version":"1.0.0","tags":["mcp","real","python","erebusenigma","claude-code"],"source":{"type":"github","url":"https://github.com/ErebusEnigma/context-memory","note":"Real MCP server. 5 stars. Language: Python. Last push: 2026-02-17T21:31:25Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":61,"badge_url":"https://www.marketnow.site/api/badge/real-context-memory.svg","page_url":"https://www.marketnow.site/s/real-context-memory"},{"id":"mn-gen-02755","name":"context-sync","slug":"real-context-sync","description":"Local persistent memory store for LLM applications including continue.dev, cursor, claude desktop, github copilot, codex, antigravity, etc.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/Intina47/context-sync","author":"Intina47","version":"1.0.0","tags":["mcp","real","typescript","intina47","ai"],"source":{"type":"github","url":"https://github.com/Intina47/context-sync","note":"Real MCP server. 181 stars. Language: TypeScript. Last push: 2026-04-11T12:48:15Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-context-sync.svg","page_url":"https://www.marketnow.site/s/real-context-sync"},{"id":"mn-gen-03317","name":"mcp-dotnet-diagnostics","slug":"real-mcp-dotnet-diagnostics","description":"MCP server for .NET runtime diagnostics — memory, GC, threads, and more","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/aayushmdesai/mcp-dotnet-diagnostics","author":"aayushmdesai","version":"1.0.0","tags":["mcp","real","c#","aayushmdesai","ai"],"source":{"type":"github","url":"https://github.com/aayushmdesai/mcp-dotnet-diagnostics","note":"Real MCP server. 1 stars. Language: C#. Last push: 2026-06-09T19:04:37Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-dotnet-diagnostics.svg","page_url":"https://www.marketnow.site/s/real-mcp-dotnet-diagnostics"},{"id":"mn-gen-05513","name":"mcp-knowledge-graph","slug":"real-mcp-knowledge-graph","description":"MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development","category":"AI/ML","price":0,"free":true,"sentinel_score":6,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-knowledge-graph","author":"shaneholloman","version":"1.0.0","tags":["mcp","real","javascript","shaneholloman","ai-memory"],"source":{"type":"github","url":"https://github.com/shaneholloman/mcp-knowledge-graph","note":"Real MCP server. 870 stars. Language: JavaScript. Last push: 2026-05-29T12:57:51Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-knowledge-graph.svg","page_url":"https://www.marketnow.site/s/real-mcp-knowledge-graph"},{"id":"mn-gen-05929","name":"Agentic_Longterm_Memory","slug":"real-agentic-longterm-memory","description":"Sophisticated AI chatbot with long-term memory capabilities, complete Notion workspace integration, and MCP (Model Context Protocol) implementation. Features semantic, episodic, and procedural memory ","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/ankitmalik84/Agentic_Longterm_Memory","author":"ankitmalik84","version":"1.0.0","tags":["mcp","real","python","ankitmalik84","ai"],"source":{"type":"github","url":"https://github.com/ankitmalik84/Agentic_Longterm_Memory","note":"Real MCP server. 5 stars. Language: Python. Last push: 2025-11-11T17:17:02Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":61,"badge_url":"https://www.marketnow.site/api/badge/real-agentic-longterm-memory.svg","page_url":"https://www.marketnow.site/s/real-agentic-longterm-memory"},{"id":"mn-ai-06201","name":"aimemo","slug":"real-aimemo","description":"MCP server from MyAgentHubs/aimemo","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/MyAgentHubs/aimemo","author":"MyAgentHubs","version":"1.0.0","tags":["mcp","real","go","myagenthubs","ai"],"source":{"type":"github","url":"https://github.com/MyAgentHubs/aimemo","note":"Real MCP server. 1 stars. Language: Go. Last push: 2026-02-21T01:45:37Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":61,"badge_url":"https://www.marketnow.site/api/badge/real-aimemo.svg","page_url":"https://www.marketnow.site/s/real-aimemo"},{"id":"mn-gen-07075","name":"mcp-memory-server","slug":"real-mcp-memory-server","description":"Hosted memory for AI agents that learns and forgets — feedback reranks what helps, recall fades by recency. One key across Claude, Cursor, VS Code & ChatGPT. Official MCP Registry.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-memory-server","author":"mnemoverse","version":"1.0.0","tags":["mcp","real","javascript","mnemoverse","ai-memory"],"source":{"type":"github","url":"https://github.com/mnemoverse/mcp-memory-server","note":"Real MCP server. 13 stars. Language: JavaScript. Last push: 2026-07-04T00:33:37Z. 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-memory-server.svg","page_url":"https://www.marketnow.site/s/real-mcp-memory-server"},{"id":"mn-gen-08859","name":"omega-memory","slug":"real-omega-memory","description":"Persistent memory for AI coding agents","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install omega-memory || uvx omega-memory","author":"omega-memory","version":"1.0.0","tags":["mcp","real","python","omega-memory","ai-agent"],"source":{"type":"github","url":"https://github.com/omega-memory/omega-memory","note":"Real MCP server. 181 stars. Language: Python. Last push: 2026-06-27T01:38:12Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-omega-memory.svg","page_url":"https://www.marketnow.site/s/real-omega-memory"},{"id":"mn-gen-08910","name":"memory-bank-mcp","slug":"real-memory-bank-mcp","description":"A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y memory-bank-mcp","author":"alioshr","version":"1.0.0","tags":["mcp","real","typescript","alioshr","antrophic"],"source":{"type":"github","url":"https://github.com/alioshr/memory-bank-mcp","note":"Real MCP server. 912 stars. Language: TypeScript. Last push: 2025-08-20T10:23:06Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":73,"badge_url":"https://www.marketnow.site/api/badge/real-memory-bank-mcp.svg","page_url":"https://www.marketnow.site/s/real-memory-bank-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-gen-08936","name":"memvid","slug":"real-memvid","description":"Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install memvid","author":"memvid","version":"1.0.0","tags":["mcp","real","rust","memvid","ai"],"source":{"type":"github","url":"https://github.com/memvid/memvid","note":"Real MCP server. 15726 stars. Language: Rust. Last push: 2026-05-27T19:31:24Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":90,"badge_url":"https://www.marketnow.site/api/badge/real-memvid.svg","page_url":"https://www.marketnow.site/s/real-memvid"},{"id":"mn-gen-10370","name":"phantom","slug":"real-phantom","description":"An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secure credential collection, email identity. Built on the Claude Agent SDK.","category":"Communication","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y phantom","author":"ghostwright","version":"1.0.0","tags":["mcp","real","typescript","ghostwright","ai-agents"],"source":{"type":"github","url":"https://github.com/ghostwright/phantom","note":"Real MCP server. 1444 stars. Language: TypeScript. Last push: 2026-06-16T21:26:09Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-phantom.svg","page_url":"https://www.marketnow.site/s/real-phantom"},{"id":"mn-gen-11138","name":"remembra","slug":"real-remembra","description":"Universal memory layer for AI applications. Self-host in minutes. Open source.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y remembra","author":"remembra-ai","version":"1.0.0","tags":["mcp","real","html","remembra-ai","ai"],"source":{"type":"github","url":"https://github.com/remembra-ai/remembra","note":"Real MCP server. 15 stars. Language: HTML. Last push: 2026-06-28T12:55:13Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-remembra.svg","page_url":"https://www.marketnow.site/s/real-remembra"},{"id":"mn-gen-11802","name":"simplemem","slug":"real-simplemem","description":"A very simple semantic MCP memory store","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/jcdickinson/simplemem","author":"jcdickinson","version":"1.0.0","tags":["mcp","real","go","jcdickinson"],"source":{"type":"github","url":"https://github.com/jcdickinson/simplemem","note":"Real MCP server. 1 stars. Language: Go. Last push: 2025-09-11T06:03:23Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":61,"badge_url":"https://www.marketnow.site/api/badge/real-simplemem.svg","page_url":"https://www.marketnow.site/s/real-simplemem"},{"id":"mn-gen-13695","name":"Yggdrasil","slug":"real-yggdrasil","description":"Durable, local-first memory for AI coding agents over MCP — zero-dependency, curated & semantically de-duped, you own the data (SQLite + Markdown). Works with Claude Code, Codex & any MCP host.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install Yggdrasil || uvx Yggdrasil","author":"VonderVuflya","version":"1.0.0","tags":["mcp","real","python","vondervuflya","ai-agents"],"source":{"type":"github","url":"https://github.com/VonderVuflya/Yggdrasil","note":"Real MCP server. 16 stars. Language: Python. Last push: 2026-07-04T20:09:48Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-yggdrasil.svg","page_url":"https://www.marketnow.site/s/real-yggdrasil"},{"id":"mn-mcp-memory","name":"MCP Memory Server (Official)","slug":"mcp-memory-official","description":"Official Anthropic MCP server for persistent memory. Stores and retrieves entities, relations, and observations in a knowledge graph. Reference implementation by the MCP team.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y @modelcontextprotocol/server-memory","author":"Anthropic (modelcontextprotocol)","version":"1.0.0","tags":["mcp","memory","knowledge-graph","official","anthropic"],"source":{"type":"github","url":"https://github.com/modelcontextprotocol/servers/tree/main/src/memory","note":"Official Anthropic MCP reference server. Source code lives in modelcontextprotocol/servers."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":48,"badge_url":"https://www.marketnow.site/api/badge/mcp-memory-official.svg","page_url":"https://www.marketnow.site/s/mcp-memory-official"},{"id":"mn-real-neurodock","name":"neurodock","slug":"real-neurodock","description":"A local-first cognitive substrate for neurodivergent professionals. Gives Claude memory, a sense of time, a translator for corporate ambiguity, and a guardrail that refuses to amplify rumination, hype","category":"Browser Automation","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/tlennon-ie/neurodock","author":"tlennon-ie","version":"1.0.0","tags":["mcp","real","typescript","tlennon-ie","accessibility"],"source":{"type":"github","url":"https://github.com/tlennon-ie/neurodock","note":"Real MCP server. 4 stars. Language: TypeScript. Last push: 2026-06-29T06:17:48Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-neurodock.svg","page_url":"https://www.marketnow.site/s/real-neurodock"},{"id":"mn-real-pgmnemosynemcp","name":"pg-mnemosyne-mcp","slug":"real-pg-mnemosyne-mcp","description":"🧠 A high-performance PostgreSQL-backed MCP server acting as a super memory, task tracker, and dynamic database manager for AI agents. Features built-in connection pooling, a professional tasks schema","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install pg-mnemosyne-mcp || uvx pg-mnemosyne-mcp","author":"Janadasroor","version":"1.0.0","tags":["mcp","real","python","janadasroor","agentic-ai"],"source":{"type":"github","url":"https://github.com/Janadasroor/pg-mnemosyne-mcp","note":"Real MCP server. 1 stars. Language: Python. Last push: 2026-05-26T02:57:19Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-pg-mnemosyne-mcp.svg","page_url":"https://www.marketnow.site/s/real-pg-mnemosyne-mcp"},{"id":"mn-real-amnesic","name":"amnesic","slug":"real-amnesic","description":"Persistent semantic memory for SQL databases (Postgres, MySQL, MSSQL, SQLite) — the MCP server with the most ironic name. One-line install for Claude Code, Cursor, and any MCP-compatible client.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install amnesic || uvx amnesic","author":"SurajKGoyal","version":"1.0.0","tags":["mcp","real","python","surajkgoyal","ai-tools"],"source":{"type":"github","url":"https://github.com/SurajKGoyal/amnesic","note":"Real MCP server. 1 stars. Language: Python. Last push: 2026-06-23T06:36:25Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-amnesic.svg","page_url":"https://www.marketnow.site/s/real-amnesic"},{"id":"mn-real-codebasememorymcp","name":"codebase-memory-mcp","slug":"real-codebase-memory-mcp","description":"High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y codebase-memory-mcp","author":"DeusData","version":"1.0.0","tags":["mcp","real","c","deusdata","aider"],"source":{"type":"github","url":"https://github.com/DeusData/codebase-memory-mcp","note":"Real MCP server. 26821 stars. Language: C. Last push: 2026-07-06T02:26:10Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":90,"badge_url":"https://www.marketnow.site/api/badge/real-codebase-memory-mcp.svg","page_url":"https://www.marketnow.site/s/real-codebase-memory-mcp"},{"id":"mn-real-selvedge","name":"selvedge","slug":"real-selvedge","description":"Long-term memory for AI-coded codebases. A git blame for AI agents — but for the why. MCP server that captures the agent's reasoning live, in context, as each change is made. Local SQLite, zero deps.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install selvedge || uvx selvedge","author":"masondelan","version":"1.0.0","tags":["mcp","real","python","masondelan","agent-trace"],"source":{"type":"github","url":"https://github.com/masondelan/selvedge","note":"Real MCP server. 12 stars. Language: Python. Last push: 2026-06-28T02:29:53Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-selvedge.svg","page_url":"https://www.marketnow.site/s/real-selvedge"},{"id":"mn-real-memorydetective","name":"memorydetective","slug":"real-memorydetective","description":"MCP server for iOS leak hunting and performance investigation. 28 MCP tools, 34-pattern retain-cycle classifier with Swift fixTemplate snippets, compareTracesByPattern for CI gating, SourceKit-LSP sou","category":"File System","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y memorydetective","author":"carloshpdoc","version":"1.0.0","tags":["mcp","real","typescript","carloshpdoc","claude-code"],"source":{"type":"github","url":"https://github.com/carloshpdoc/memorydetective","note":"Real MCP server. 13 stars. Language: TypeScript. Last push: 2026-05-25T18:53:35Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-memorydetective.svg","page_url":"https://www.marketnow.site/s/real-memorydetective"},{"id":"mn-real-codebasecontext","name":"codebase-context","slug":"real-codebase-context","description":"Codebase Context gives AI agents understanding of your codebase through semantic code search, team conventions, patterns, and memory, so they use fewer tokens, spend less time, and produce better, mor","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y codebase-context","author":"PatrickSys","version":"1.0.0","tags":["mcp","real","typescript","patricksys","ai-agents"],"source":{"type":"github","url":"https://github.com/PatrickSys/codebase-context","note":"Real MCP server. 52 stars. Language: TypeScript. Last push: 2026-05-11T10:04:45Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-codebase-context.svg","page_url":"https://www.marketnow.site/s/real-codebase-context"},{"id":"mn-real-repograph","name":"repo-graph","slug":"real-repo-graph","description":"Structural graph memory for AI coding assistants — MCP server for codebase navigation","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install repo-graph","author":"James-Chahwan","version":"1.0.0","tags":["mcp","real","rust","james-chahwan"],"source":{"type":"github","url":"https://github.com/James-Chahwan/repo-graph","note":"Real MCP server. 8 stars. Language: Rust. Last push: 2026-06-10T06:07:29Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-repo-graph.svg","page_url":"https://www.marketnow.site/s/real-repo-graph"},{"id":"mn-real-memorylensmcp","name":"memorylens-mcp","slug":"real-memorylens-mcp","description":"MCP server for .NET memory profiling with AI-actionable code fix suggestions, powered by JetBrains dotMemory","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y memorylens-mcp","author":"MarcelRoozekrans","version":"1.0.0","tags":["mcp","real","c#","marcelroozekrans"],"source":{"type":"github","url":"https://github.com/MarcelRoozekrans/memorylens-mcp","note":"Real MCP server. 7 stars. Language: C#. Last push: 2026-07-05T14:44:47Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-memorylens-mcp.svg","page_url":"https://www.marketnow.site/s/real-memorylens-mcp"},{"id":"mn-real-memcord","name":"memcord","slug":"real-memcord","description":"🧠 Self-hosted, privacy-first MCP server for long-term AI memory — save, search & summarize Claude/ChatGPT chat history locally. No cloud, no database.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install memcord || uvx memcord","author":"ukkit","version":"1.0.0","tags":["mcp","real","python","ukkit","ai-assistant"],"source":{"type":"github","url":"https://github.com/ukkit/memcord","note":"Real MCP server. 68 stars. Language: Python. Last push: 2026-06-22T04:54:32Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-memcord.svg","page_url":"https://www.marketnow.site/s/real-memcord"},{"id":"mn-real-omegabrainmcp","name":"omega-brain-mcp","slug":"real-omega-brain-mcp","description":"Standalone MCP server — cross-session memory, 10-gate VERITAS build pipeline, cryptographic audit ledger, Cortex approval gate. Two files, one dependency.","category":"File System","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install omega-brain-mcp || uvx omega-brain-mcp","author":"VrtxOmega","version":"1.0.0","tags":["mcp","real","python","vrtxomega","ai"],"source":{"type":"github","url":"https://github.com/VrtxOmega/omega-brain-mcp","note":"Real MCP server. 5 stars. Language: Python. Last push: 2026-06-11T22:05:41Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-omega-brain-mcp.svg","page_url":"https://www.marketnow.site/s/real-omega-brain-mcp"},{"id":"mn-real-graphpilot","name":"graphpilot","slug":"real-graphpilot","description":"Structural memory for coding agents — index your repo once, query symbols, callers, and call-edges over MCP.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y graphpilot","author":"graphpilot-oss","version":"1.0.0","tags":["mcp","real","typescript","graphpilot-oss","claude-code"],"source":{"type":"github","url":"https://github.com/graphpilot-oss/graphpilot","note":"Real MCP server. 14 stars. Language: TypeScript. Last push: 2026-07-05T02:10:12Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-graphpilot.svg","page_url":"https://www.marketnow.site/s/real-graphpilot"},{"id":"mn-real-agenticswmmworkflow","name":"agentic-swmm-workflow","slug":"real-agentic-swmm-workflow","description":"Agentic SWMM is an automated, auditable, and memory-informed framework for reproducible stormwater modelling, integrating QGIS and EPA SWMM through the aiswmm runtime, reusable Skills, and MCP interfa","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install agentic-swmm-workflow || uvx agentic-swmm-workflow","author":"Zhonghao1995","version":"1.0.0","tags":["mcp","real","python","zhonghao1995","agentic-ai"],"source":{"type":"github","url":"https://github.com/Zhonghao1995/agentic-swmm-workflow","note":"Real MCP server. 18 stars. Language: Python. Last push: 2026-07-06T00:50:18Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-agentic-swmm-workflow.svg","page_url":"https://www.marketnow.site/s/real-agentic-swmm-workflow"},{"id":"mn-real-smarttree","name":"smart-tree","slug":"real-smart-tree","description":"Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ tools with MEM8 quantum compression, semantic search, AST-smart editing, and partnership memory. Crafted with","category":"File System","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install smart-tree","author":"8b-is","version":"1.0.0","tags":["mcp","real","rust","8b-is","ai"],"source":{"type":"github","url":"https://github.com/8b-is/smart-tree","note":"Real MCP server. 257 stars. Language: Rust. Last push: 2026-06-03T05:31:29Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-smart-tree.svg","page_url":"https://www.marketnow.site/s/real-smart-tree"},{"id":"mn-real-tradememoryprotocol","name":"tradememory-protocol","slug":"real-tradememory-protocol","description":"Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, SHA-256 tamper detection, 17 MCP tools.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install tradememory-protocol || uvx tradememory-protocol","author":"mnemox-ai","version":"1.0.0","tags":["mcp","real","python","mnemox-ai","ai-agents"],"source":{"type":"github","url":"https://github.com/mnemox-ai/tradememory-protocol","note":"Real MCP server. 1387 stars. Language: Python. Last push: 2026-06-01T18:36:05Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-tradememory-protocol.svg","page_url":"https://www.marketnow.site/s/real-tradememory-protocol"},{"id":"mn-real-mcpdolphin","name":"mcp-dolphin","slug":"real-mcp-dolphin","description":"MCP server for Dolphin (GameCube + Wii) — drives memory r/w, controllers, savestate, frame advance via Felk's Python-scripting Dolphin fork","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-dolphin","author":"dmang-dev","version":"1.0.0","tags":["mcp","real","typescript","dmang-dev"],"source":{"type":"github","url":"https://github.com/dmang-dev/mcp-dolphin","note":"Real MCP server. 1 stars. Language: TypeScript. Last push: 2026-07-03T02:53:39Z. 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-dolphin.svg","page_url":"https://www.marketnow.site/s/real-mcp-dolphin"},{"id":"mn-real-mcpretroarch","name":"mcp-retroarch","slug":"real-mcp-retroarch","description":"MCP server for RetroArch — exposes memory r/w, save state, screenshot, pause/frameadvance/reset via the Network Control Interface","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-retroarch","author":"dmang-dev","version":"1.0.0","tags":["mcp","real","typescript","dmang-dev","claude"],"source":{"type":"github","url":"https://github.com/dmang-dev/mcp-retroarch","note":"Real MCP server. 2 stars. Language: TypeScript. Last push: 2026-07-03T02:23:46Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-retroarch.svg","page_url":"https://www.marketnow.site/s/real-mcp-retroarch"},{"id":"mn-real-vmem","name":"vMem","slug":"real-vmem","description":"Zero context compaction for Claude Code & LLM agents. Persistent memory powered by OS primitives (demand paging, kswapd eviction, mlock pinning). Single SQLite file, MCP-native, multi-agent shared.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install vMem || uvx vMem","author":"soolaugust","version":"1.0.0","tags":["mcp","real","python","soolaugust","agent-framework"],"source":{"type":"github","url":"https://github.com/soolaugust/vMem","note":"Real MCP server. 3 stars. Language: Python. Last push: 2026-07-04T05:28:03Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-vmem.svg","page_url":"https://www.marketnow.site/s/real-vmem"},{"id":"mn-real-a2cr","name":"a2cr","slug":"real-a2cr","description":"MCP server for client-encrypted AI agent handoffs with WorkBaton and WorkStash","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install a2cr || uvx a2cr","author":"a2cr","version":"1.0.0","tags":["mcp","real","python","a2cr","agent-memory"],"source":{"type":"github","url":"https://github.com/a2cr/a2cr","note":"Real MCP server. 2 stars. Language: Python. Last push: 2026-07-01T04:20:48Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-a2cr.svg","page_url":"https://www.marketnow.site/s/real-a2cr"},{"id":"mn-real-vaultcortex","name":"vault-cortex","slug":"real-vault-cortex","description":"Standalone MCP server for Obsidian vaults — hybrid search, structured memory, task queries, and full vault access for any AI agent","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y vault-cortex","author":"aliasunder","version":"1.0.0","tags":["mcp","real","typescript","aliasunder","ai-agents"],"source":{"type":"github","url":"https://github.com/aliasunder/vault-cortex","note":"Real MCP server. 6 stars. Language: TypeScript. Last push: 2026-07-06T00:49:23Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-vault-cortex.svg","page_url":"https://www.marketnow.site/s/real-vault-cortex"},{"id":"mn-real-cognirepo","name":"cognirepo","slug":"real-cognirepo","description":"Local cognitive infrastructure for AI coding agents — semantic memory, repository intelligence, and MCP tools to reduce token usage.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install cognirepo || uvx cognirepo","author":"ashlesh-t","version":"1.0.0","tags":["mcp","real","python","ashlesh-t","ai"],"source":{"type":"github","url":"https://github.com/ashlesh-t/cognirepo","note":"Real MCP server. 14 stars. Language: Python. Last push: 2026-07-02T12:46:37Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-cognirepo.svg","page_url":"https://www.marketnow.site/s/real-cognirepo"},{"id":"mn-real-claudeengram","name":"claude-engram","slug":"real-claude-engram","description":"Persistent memory and session intelligence for AI coding assistants. Auto-tracks mistakes, decisions, and context via hooks. Mines your full session history for patterns, predictions, and cross-sessio","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install claude-engram || uvx claude-engram","author":"20alexl","version":"1.0.0","tags":["mcp","real","python","20alexl","claude"],"source":{"type":"github","url":"https://github.com/20alexl/claude-engram","note":"Real MCP server. 17 stars. Language: Python. Last push: 2026-07-01T22:13:53Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-claude-engram.svg","page_url":"https://www.marketnow.site/s/real-claude-engram"},{"id":"mn-real-memora","name":"memora","slug":"real-memora","description":"Give your AI agents persistent memory.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install memora || uvx memora","author":"agentic-box","version":"1.0.0","tags":["mcp","real","python","agentic-box","agent-memory"],"source":{"type":"github","url":"https://github.com/agentic-box/memora","note":"Real MCP server. 427 stars. Language: Python. Last push: 2026-07-05T21:02:54Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-memora.svg","page_url":"https://www.marketnow.site/s/real-memora"},{"id":"mn-real-agentkitsmemory","name":"agentkits-memory","slug":"real-agentkits-memory","description":"Persistent memory system for AI coding assistants via MCP. Works with Claude Code, Cursor, Copilot, Windsurf, Cline.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/aitytech/agentkits-memory","author":"aitytech","version":"1.0.0","tags":["mcp","real","typescript","aitytech"],"source":{"type":"github","url":"https://github.com/aitytech/agentkits-memory","note":"Real MCP server. 65 stars. Language: TypeScript. Last push: 2026-02-27T13:26:24Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":66,"badge_url":"https://www.marketnow.site/api/badge/real-agentkits-memory.svg","page_url":"https://www.marketnow.site/s/real-agentkits-memory"},{"id":"mn-real-recallnest","name":"recallnest","slug":"real-recallnest","description":"One memory, three terminals. Shared memory layer for Claude Code, Codex, and Gemini CLI — hybrid retrieval (vector + BM25 + KG), session continuity, 41 MCP tools. Local-first, LanceDB-backed.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y recallnest","author":"AliceLJY","version":"1.0.0","tags":["mcp","real","typescript","aliceljy","ai-agent"],"source":{"type":"github","url":"https://github.com/AliceLJY/recallnest","note":"Real MCP server. 15 stars. Language: TypeScript. Last push: 2026-07-05T16:15:13Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-recallnest.svg","page_url":"https://www.marketnow.site/s/real-recallnest"},{"id":"mn-real-agentrecallmcp","name":"AgentRecall-MCP","slug":"real-agentrecall-mcp","description":"Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across sessions.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/Goldentrii/AgentRecall-MCP","author":"Goldentrii","version":"1.0.0","tags":["mcp","real","javascript","goldentrii","agent-learning"],"source":{"type":"github","url":"https://github.com/Goldentrii/AgentRecall-MCP","note":"Real MCP server. 307 stars. Language: JavaScript. Last push: 2026-07-05T17:44:27Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-agentrecall-mcp.svg","page_url":"https://www.marketnow.site/s/real-agentrecall-mcp"},{"id":"mn-real-centralintelligence","name":"central-intelligence","slug":"real-central-intelligence","description":"Persistent memory for AI agents. Agents forget. CI remembers.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/AlekseiMarchenko/central-intelligence","author":"AlekseiMarchenko","version":"1.0.0","tags":["mcp","real","typescript","alekseimarchenko"],"source":{"type":"github","url":"https://github.com/AlekseiMarchenko/central-intelligence","note":"Real MCP server. 2 stars. Language: TypeScript. Last push: 2026-05-08T13:09:28Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-central-intelligence.svg","page_url":"https://www.marketnow.site/s/real-central-intelligence"},{"id":"mn-real-nucleusmcp","name":"nucleus-mcp","slug":"real-nucleus-mcp","description":"Nucleus MCP server by Eidetic Works — persistent memory and governance for Claude, Cursor, Windsurf — file-based, no vendor lock-in.","category":"File System","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install nucleus-mcp || uvx nucleus-mcp","author":"eidetic-works","version":"1.0.0","tags":["mcp","real","python","eidetic-works","agent-os"],"source":{"type":"github","url":"https://github.com/eidetic-works/nucleus-mcp","note":"Real MCP server. 4 stars. Language: Python. Last push: 2026-07-02T16:24:10Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-nucleus-mcp.svg","page_url":"https://www.marketnow.site/s/real-nucleus-mcp"},{"id":"mn-real-mengram","name":"mengram","slug":"real-mengram","description":"Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.","category":"Search","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install mengram || uvx mengram","author":"alibaizhanov","version":"1.0.0","tags":["mcp","real","python","alibaizhanov","agent-memory"],"source":{"type":"github","url":"https://github.com/alibaizhanov/mengram","note":"Real MCP server. 183 stars. Language: Python. Last push: 2026-06-17T20:04:20Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-mengram.svg","page_url":"https://www.marketnow.site/s/real-mengram"},{"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-memocall","name":"memocall","slug":"real-memocall","description":"An MCP server that lets Claude Code recall past conversations from any project, as clean compact Markdown.","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y memocall","author":"baodq06","version":"1.0.0","tags":["mcp","real","typescript","baodq06","anthropic"],"source":{"type":"github","url":"https://github.com/baodq06/memocall","note":"Real MCP server. 2 stars. Language: TypeScript. Last push: 2026-06-18T23:04:04Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-memocall.svg","page_url":"https://www.marketnow.site/s/real-memocall"},{"id":"mn-real-basicmemory","name":"basic-memory","slug":"real-basic-memory","description":"AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN","category":"Communication","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install basic-memory || uvx basic-memory","author":"basicmachines-co","version":"1.0.0","tags":["mcp","real","python","basicmachines-co","ai"],"source":{"type":"github","url":"https://github.com/basicmachines-co/basic-memory","note":"Real MCP server. 3379 stars. Language: Python. Last push: 2026-07-05T20:48:39Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-basic-memory.svg","page_url":"https://www.marketnow.site/s/real-basic-memory"},{"id":"mn-real-myco","name":"Myco","slug":"real-myco","description":"The living armor an AI agent inhabits: eternal devouring, eternal evolution, eternal amplification.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install Myco","author":"Battam1111","version":"1.0.0","tags":["mcp","real","rust","battam1111","agent-memory"],"source":{"type":"github","url":"https://github.com/Battam1111/Myco","note":"Real MCP server. 64 stars. Language: Rust. Last push: 2026-06-09T10:12:00Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-myco.svg","page_url":"https://www.marketnow.site/s/real-myco"},{"id":"mn-real-projecttessera","name":"project-tessera","slug":"real-project-tessera","description":"Tessera — Memory layer for every AI. 58 MCP tools, 54 REST endpoints, local-first, AES-256 encrypted.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install project-tessera || uvx project-tessera","author":"besslframework-stack","version":"1.0.0","tags":["mcp","real","python","besslframework-stack"],"source":{"type":"github","url":"https://github.com/besslframework-stack/project-tessera","note":"Real MCP server. 14 stars. Language: Python. Last push: 2026-03-21T15:43:22Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-project-tessera.svg","page_url":"https://www.marketnow.site/s/real-project-tessera"},{"id":"mn-real-hipocampo","name":"hipocampo","slug":"real-hipocampo","description":"Sistema de Memoria Dual con Búsqueda Integrada por Relevancia Expansiva (BIRE) — 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. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-hipocampo.svg","page_url":"https://www.marketnow.site/s/real-hipocampo"},{"id":"mn-real-sessionmem","name":"sessionmem","slug":"real-sessionmem","description":"Local-first MCP memory layer for AI coding assistants; persistent cross-session memory, stored entirely on your machine","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y sessionmem","author":"catfish-1234","version":"1.0.0","tags":["mcp","real","typescript","catfish-1234","ai"],"source":{"type":"github","url":"https://github.com/catfish-1234/sessionmem","note":"Real MCP server. 7 stars. Language: TypeScript. Last push: 2026-06-30T20:08:58Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-sessionmem.svg","page_url":"https://www.marketnow.site/s/real-sessionmem"},{"id":"mn-real-cachlymcp","name":"cachly-mcp","slug":"real-cachly-mcp","description":"AI memory brain for Claude Code, Cursor, Copilot & Windsurf — 120+ MCP tools. Persistent sessions, lessons learned, semantic search, Team Brain, managed Valkey/Redis. Free tier.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/cachly-dev/cachly-mcp","author":"cachly-dev","version":"1.0.0","tags":["mcp","real","typescript","cachly-dev","ai-memory"],"source":{"type":"github","url":"https://github.com/cachly-dev/cachly-mcp","note":"Real MCP server. 2 stars. Language: TypeScript. Last push: 2026-07-05T22:43:55Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-cachly-mcp.svg","page_url":"https://www.marketnow.site/s/real-cachly-mcp"},{"id":"mn-real-celiumsmemory","name":"celiums-memory","slug":"real-celiums-memory","description":"Open-source cognitive engine for AI agents — persistent memory, a first-person journal, a four-layer ethics engine, and a per-user biological clock, over MCP. Apache-2.0.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/terrizoaguimor/celiums-memory","author":"terrizoaguimor","version":"1.0.0","tags":["mcp","real","typescript","terrizoaguimor","ai"],"source":{"type":"github","url":"https://github.com/terrizoaguimor/celiums-memory","note":"Real MCP server. 18 stars. Language: TypeScript. Last push: 2026-05-19T15:17:13Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-celiums-memory.svg","page_url":"https://www.marketnow.site/s/real-celiums-memory"},{"id":"mn-real-claudefind","name":"claude-find","slug":"real-claude-find","description":"Pull Deep Memory from across your Claude Code Sessions — when you need it.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y claude-find","author":"Cavinooo","version":"1.0.0","tags":["mcp","real","typescript","cavinooo","claude"],"source":{"type":"github","url":"https://github.com/Cavinooo/claude-find","note":"Real MCP server. 10 stars. Language: TypeScript. Last push: 2026-06-10T19:52:52Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-claude-find.svg","page_url":"https://www.marketnow.site/s/real-claude-find"},{"id":"mn-real-chatcrystal","name":"ChatCrystal","slug":"real-chatcrystal","description":"Local-first AI PKM for coding conversations: import Claude Code/Cursor/Codex, distill notes, semantic search, tag graph, MCP memory.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/ZengLiangYi/ChatCrystal","author":"ZengLiangYi","version":"1.0.0","tags":["mcp","real","typescript","zengliangyi","agent-skills"],"source":{"type":"github","url":"https://github.com/ZengLiangYi/ChatCrystal","note":"Real MCP server. 37 stars. Language: TypeScript. Last push: 2026-06-27T11:38:55Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-chatcrystal.svg","page_url":"https://www.marketnow.site/s/real-chatcrystal"},{"id":"mn-real-iaipersonalmemoryeng","name":"iai-personal-memory-engine","slug":"real-iai-personal-memory-engine","description":"Independent Autistic Intelligence — a cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works with Cursor, Claude Cod","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install iai-personal-memory-engine || uvx iai-personal-memory-engine","author":"CodeAbra","version":"1.0.0","tags":["mcp","real","python","codeabra","agent-memory"],"source":{"type":"github","url":"https://github.com/CodeAbra/iai-personal-memory-engine","note":"Real MCP server. 332 stars. Language: Python. Last push: 2026-07-03T05:28:34Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-iai-personal-memory-engine.svg","page_url":"https://www.marketnow.site/s/real-iai-personal-memory-engine"},{"id":"mn-real-prismcoder","name":"prism-coder","slug":"real-prism-coder","description":"Persistent memory + local AI for coding agents. 1.7B–32B open-weight LLM fleet, cross-session Mind Palace, cognitive routing, L3 grounding verifier, multi-agent Hivemind. Works with Claude Code, Curso","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y prism-coder","author":"dcostenco","version":"1.0.0","tags":["mcp","real","typescript","dcostenco","agent-memory"],"source":{"type":"github","url":"https://github.com/dcostenco/prism-coder","note":"Real MCP server. 151 stars. Language: TypeScript. Last push: 2026-07-06T03:11:34Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-prism-coder.svg","page_url":"https://www.marketnow.site/s/real-prism-coder"},{"id":"mn-real-decisionnode","name":"DecisionNode","slug":"real-decisionnode","description":"CLI + Local MCP - A shared structured memory store across Claude Code, Cursor, Windsurf, Antigravity, and every MCP client. Semantically queryable.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/decisionnode/DecisionNode","author":"decisionnode","version":"1.0.0","tags":["mcp","real","typescript","decisionnode","agentic-workflow"],"source":{"type":"github","url":"https://github.com/decisionnode/DecisionNode","note":"Real MCP server. 54 stars. Language: TypeScript. Last push: 2026-04-15T23:36:33Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-decisionnode.svg","page_url":"https://www.marketnow.site/s/real-decisionnode"},{"id":"mn-real-memorylane","name":"memorylane","slug":"real-memorylane","description":"MCP server from deusXmachina-dev/memorylane","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y memorylane","author":"deusXmachina-dev","version":"1.0.0","tags":["mcp","real","typescript","deusxmachina-dev"],"source":{"type":"github","url":"https://github.com/deusXmachina-dev/memorylane","note":"Real MCP server. 123 stars. Language: TypeScript. Last push: 2026-07-05T15:13:11Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-memorylane.svg","page_url":"https://www.marketnow.site/s/real-memorylane"},{"id":"mn-real-akb","name":"akb","slug":"real-akb","description":"AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install akb || uvx akb","author":"dnotitia","version":"1.0.0","tags":["mcp","real","python","dnotitia","agent"],"source":{"type":"github","url":"https://github.com/dnotitia/akb","note":"Real MCP server. 69 stars. Language: Python. Last push: 2026-07-06T01:33:57Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-akb.svg","page_url":"https://www.marketnow.site/s/real-akb"},{"id":"mn-real-mem0mcpselfhosted","name":"mem0-mcp-selfhosted","slug":"real-mem0-mcp-selfhosted","description":"Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install mem0-mcp-selfhosted || uvx mem0-mcp-selfhosted","author":"elvismdev","version":"1.0.0","tags":["mcp","real","python","elvismdev","ai-memory"],"source":{"type":"github","url":"https://github.com/elvismdev/mem0-mcp-selfhosted","note":"Real MCP server. 98 stars. Language: Python. Last push: 2026-03-13T00:51:46Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-mem0-mcp-selfhosted.svg","page_url":"https://www.marketnow.site/s/real-mem0-mcp-selfhosted"},{"id":"mn-real-engrammcp","name":"engram-mcp","slug":"real-engram-mcp","description":"MCP server for @cartisien/engram — persistent semantic memory for AI agents","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y engram-mcp","author":"Cartisien","version":"1.0.0","tags":["mcp","real","typescript","cartisien","ai"],"source":{"type":"github","url":"https://github.com/Cartisien/engram-mcp","note":"Real MCP server. 1 stars. Language: TypeScript. Last push: 2026-04-20T02:08:44Z. 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-mcp.svg","page_url":"https://www.marketnow.site/s/real-engram-mcp"},{"id":"mn-real-fishbridgemcp","name":"fish-bridge-mcp","slug":"real-fish-bridge-mcp","description":"An economical and fuel(token) efficient AI tool, graph session memory for looong chat session","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install fish-bridge-mcp || uvx fish-bridge-mcp","author":"MakeaMouse","version":"1.0.0","tags":["mcp","real","python","makeamouse","ai-context-management"],"source":{"type":"github","url":"https://github.com/MakeaMouse/fish-bridge-mcp","note":"Real MCP server. 2 stars. Language: Python. Last push: 2026-06-18T16:24:07Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-fish-bridge-mcp.svg","page_url":"https://www.marketnow.site/s/real-fish-bridge-mcp"},{"id":"mn-real-hebbianmindenterpris","name":"hebbian-mind-enterprise","slug":"real-hebbian-mind-enterprise","description":"Enterprise Hebbian neural graph for AI memory - CIPS LLC","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install hebbian-mind-enterprise || uvx hebbian-mind-enterprise","author":"For-Sunny","version":"1.0.0","tags":["mcp","real","python","for-sunny"],"source":{"type":"github","url":"https://github.com/For-Sunny/hebbian-mind-enterprise","note":"Real MCP server. 6 stars. Language: Python. Last push: 2026-03-13T13:28:26Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-hebbian-mind-enterprise.svg","page_url":"https://www.marketnow.site/s/real-hebbian-mind-enterprise"},{"id":"mn-real-openontologies","name":"open-ontologies","slug":"real-open-ontologies","description":"AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OWL ontologies. In-memory Oxigraph triple store, native OWL2-DL tableaux reasoner, SH","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install open-ontologies","author":"fabio-rovai","version":"1.0.0","tags":["mcp","real","rust","fabio-rovai","ai-native"],"source":{"type":"github","url":"https://github.com/fabio-rovai/open-ontologies","note":"Real MCP server. 178 stars. Language: Rust. Last push: 2026-07-04T23:01:09Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-open-ontologies.svg","page_url":"https://www.marketnow.site/s/real-open-ontologies"},{"id":"mn-real-loreroom","name":"LoreRoom","slug":"real-loreroom","description":"Encrypted, bidirectional local memory for your Claude Code Telegram bot — captures both sides at the plugin source, recalls via MCP.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/fenghaochang/LoreRoom","author":"fenghaochang","version":"1.0.0","tags":["mcp","real","typescript","fenghaochang","claude-code"],"source":{"type":"github","url":"https://github.com/fenghaochang/LoreRoom","note":"Real MCP server. 2 stars. Language: TypeScript. Last push: 2026-06-08T02:49:41Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-loreroom.svg","page_url":"https://www.marketnow.site/s/real-loreroom"},{"id":"mn-real-geondagentprotocol","name":"geond-agent-protocol","slug":"real-geond-agent-protocol","description":"Local-first MCP server for shared memory, reservations, handoffs, and review evidence across AI coding agents.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install geond-agent-protocol || uvx geond-agent-protocol","author":"geondongkim","version":"1.0.0","tags":["mcp","real","python","geondongkim","agent-coordination"],"source":{"type":"github","url":"https://github.com/geondongkim/geond-agent-protocol","note":"Real MCP server. 3 stars. Language: Python. Last push: 2026-07-06T00:35:07Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-geond-agent-protocol.svg","page_url":"https://www.marketnow.site/s/real-geond-agent-protocol"},{"id":"mn-real-engram","name":"engram","slug":"real-engram","description":"🧠 Persistent memory for AI agents. SQLite for agent state. Zero cloud dependencies. Local embeddings. MCP-native integration with Claude Desktop/Code, Cursor, Windsurf & more.","category":"Data","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y engram","author":"HBarefoot","version":"1.0.0","tags":["mcp","real","javascript","hbarefoot","ai-agents"],"source":{"type":"github","url":"https://github.com/HBarefoot/engram","note":"Real MCP server. 6 stars. Language: JavaScript. Last push: 2026-07-05T17:33:13Z. 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-cogmemaimcp","name":"cogmemai-mcp","slug":"real-cogmemai-mcp","description":"CogmemAi — Cognitive Memory for Any Ai System. Autonomous robots, self-driving vehicles, defense systems, coding assistants, and more. 91% LoCoMo benchmark — above human performance.","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y cogmemai-mcp","author":"hifriendbot","version":"1.0.0","tags":["mcp","real","typescript","hifriendbot","ai-agent"],"source":{"type":"github","url":"https://github.com/hifriendbot/cogmemai-mcp","note":"Real MCP server. 7 stars. Language: TypeScript. Last push: 2026-06-11T19:25:53Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-cogmemai-mcp.svg","page_url":"https://www.marketnow.site/s/real-cogmemai-mcp"},{"id":"mn-real-noosphere","name":"Noosphere","slug":"real-noosphere","description":"🧠 The Collective Memory Network for AI Agents — Where every agent learns from the wisdom of all. 万物智识，归于一圈。","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install Noosphere || uvx Noosphere","author":"JinNing6","version":"1.0.0","tags":["mcp","real","python","jinning6"],"source":{"type":"github","url":"https://github.com/JinNing6/Noosphere","note":"Real MCP server. 18 stars. Language: Python. Last push: 2026-07-06T02:08:11Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-noosphere.svg","page_url":"https://www.marketnow.site/s/real-noosphere"},{"id":"mn-real-engramrs","name":"engram-rs","slug":"real-engram-rs","description":"Memory engine for AI agents — time axis (3-layer decay/promotion) + space axis (self-organizing topic tree). Hybrid search, LLM consolidation. Single Rust binary.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install engram-rs","author":"kael-bit","version":"1.0.0","tags":["mcp","real","rust","kael-bit","agents"],"source":{"type":"github","url":"https://github.com/kael-bit/engram-rs","note":"Real MCP server. 27 stars. Language: Rust. Last push: 2026-03-03T05:02:31Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":66,"badge_url":"https://www.marketnow.site/api/badge/real-engram-rs.svg","page_url":"https://www.marketnow.site/s/real-engram-rs"},{"id":"mn-real-kage","name":"Kage","slug":"real-kage","description":"Persistent, verified memory for coding agents — so they stop re-explaining your codebase and never act on stale knowledge. Every memory is checked against your actual code; lives in your repo as plain","category":"File System","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/kage-core/Kage","author":"kage-core","version":"1.0.0","tags":["mcp","real","typescript","kage-core","agent-memory"],"source":{"type":"github","url":"https://github.com/kage-core/Kage","note":"Real MCP server. 23 stars. Language: TypeScript. Last push: 2026-07-05T08:14:00Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-kage.svg","page_url":"https://www.marketnow.site/s/real-kage"},{"id":"mn-real-mcpserver-x24","name":"mcp-server","slug":"real-mcp-server-24","description":"KeepGoing MCP server - Project memory for AI coding assistants","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-server","author":"keepgoing-dev","version":"1.0.0","tags":["mcp","real","typescript","keepgoing-dev"],"source":{"type":"github","url":"https://github.com/keepgoing-dev/mcp-server","note":"Real MCP server. 3 stars. Language: TypeScript. Last push: 2026-05-14T08:55:41Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-server-24.svg","page_url":"https://www.marketnow.site/s/real-mcp-server-24"},{"id":"mn-real-krimto","name":"krimto","slug":"real-krimto","description":"Open-source team memory layer for AI coding agents — markdown files in git, user→team→org hierarchy, cross-vendor MCP server. Apache-2.0.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/krimto-labs/krimto","author":"krimto-labs","version":"1.0.0","tags":["mcp","real","typescript","krimto-labs","agent-memory"],"source":{"type":"github","url":"https://github.com/krimto-labs/krimto","note":"Real MCP server. 6 stars. Language: TypeScript. Last push: 2026-06-02T16:28:48Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-krimto.svg","page_url":"https://www.marketnow.site/s/real-krimto"},{"id":"mn-real-agentictasksystem","name":"agentic-task-system","slug":"real-agentic-task-system","description":"MCP server + CLI that turns the task manager you already use into persistent agent memory for Claude Code and any MCP client. Hybrid retrieval (RRF), no vector database. Adapters: TickTick, Obsidian, ","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/renezander030/agentic-task-system","author":"renezander030","version":"1.0.0","tags":["mcp","real","javascript","renezander030","agent-context"],"source":{"type":"github","url":"https://github.com/renezander030/agentic-task-system","note":"Real MCP server. 6 stars. Language: JavaScript. Last push: 2026-07-04T09:22:50Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-agentic-task-system.svg","page_url":"https://www.marketnow.site/s/real-agentic-task-system"},{"id":"mn-real-mementomcp","name":"memento-mcp","slug":"real-memento-mcp","description":"Persistent memory MCP server with typed memories, decay scoring, and token-aware context injection","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y memento-mcp","author":"lfrmonteiro99","version":"1.0.0","tags":["mcp","real","typescript","lfrmonteiro99"],"source":{"type":"github","url":"https://github.com/lfrmonteiro99/memento-mcp","note":"Real MCP server. 2 stars. Language: TypeScript. Last push: 2026-06-30T12:48:32Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-memento-mcp.svg","page_url":"https://www.marketnow.site/s/real-memento-mcp"},{"id":"mn-real-lithtrixmcp","name":"lithtrix-mcp","slug":"real-lithtrix-mcp","description":"MIRC harness for AI agents — Memory, Identity, Reputation, Commons over MCP. Ed25519 passports, signed delegation, task audit. lithtrix-mcp@0.20.1 · API 4.4.0.","category":"AI/ML","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"npx -y lithtrix-mcp","author":"lithtrix","version":"1.0.0","tags":["mcp","real","javascript","lithtrix"],"source":{"type":"github","url":"https://github.com/lithtrix/lithtrix-mcp","note":"Real MCP server. 1 stars. Language: JavaScript. Last push: 2026-06-20T07:34:37Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-lithtrix-mcp.svg","page_url":"https://www.marketnow.site/s/real-lithtrix-mcp"},{"id":"mn-real-mnemostack","name":"mnemostack","slug":"real-mnemostack","description":"Durable hybrid memory for AI agents: vector + BM25 + temporal + graph recall, exposed through MCP, HTTP, and Python.","category":"AI/ML","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install mnemostack || uvx mnemostack","author":"udjin-labs","version":"1.0.0","tags":["mcp","real","python","udjin-labs","agent-memory"],"source":{"type":"github","url":"https://github.com/udjin-labs/mnemostack","note":"Real MCP server. 6 stars. Language: Python. Last push: 2026-07-05T18:42:33Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mnemostack.svg","page_url":"https://www.marketnow.site/s/real-mnemostack"},{"id":"mn-real-memstatemcp","name":"memstate-mcp","slug":"real-memstate-mcp","description":"MCP server from memstate-ai/memstate-mcp","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/memstate-ai/memstate-mcp","author":"memstate-ai","version":"1.0.0","tags":["mcp","real","typescript","memstate-ai","agent-memory"],"source":{"type":"github","url":"https://github.com/memstate-ai/memstate-mcp","note":"Real MCP server. 4 stars. Language: TypeScript. Last push: 2026-04-01T20:53:13Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-memstate-mcp.svg","page_url":"https://www.marketnow.site/s/real-memstate-mcp"},{"id":"mn-real-mneme","name":"mneme","slug":"real-mneme","description":"Local-first, audit-safe memory for Claude Code and MCP clients.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install mneme || uvx mneme","author":"OnourImpram","version":"1.0.0","tags":["mcp","real","python","onourimpram","agent-memory"],"source":{"type":"github","url":"https://github.com/OnourImpram/mneme","note":"Real MCP server. 3 stars. Language: Python. Last push: 2026-07-05T07:10:47Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mneme.svg","page_url":"https://www.marketnow.site/s/real-mneme"},{"id":"mn-real-wellread","name":"wellread","slug":"real-wellread","description":"Collective research memory for AI agents","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y wellread","author":"mnlt","version":"1.0.0","tags":["mcp","real","typescript","mnlt"],"source":{"type":"github","url":"https://github.com/mnlt/wellread","note":"Real MCP server. 9 stars. Language: TypeScript. Last push: 2026-04-19T15:36:43Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-wellread.svg","page_url":"https://www.marketnow.site/s/real-wellread"},{"id":"mn-real-centralmemorymcp","name":"Central-Memory-MCP","slug":"real-central-memory-mcp","description":"A custom fork of @modelcontextprotocol/server-memory using Azure Functions MCP triggers and Table storage.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/MWG-Logan/Central-Memory-MCP","author":"MWG-Logan","version":"1.0.0","tags":["mcp","real","c#","mwg-logan"],"source":{"type":"github","url":"https://github.com/MWG-Logan/Central-Memory-MCP","note":"Real MCP server. 2 stars. Language: C#. Last push: 2026-05-11T16:28:03Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-central-memory-mcp.svg","page_url":"https://www.marketnow.site/s/real-central-memory-mcp"},{"id":"mn-real-mnemomcp","name":"mnemo-mcp","slug":"real-mnemo-mcp","description":"Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install mnemo-mcp || uvx mnemo-mcp","author":"n24q02m","version":"1.0.0","tags":["mcp","real","python","n24q02m","ai-agents"],"source":{"type":"github","url":"https://github.com/n24q02m/mnemo-mcp","note":"Real MCP server. 8 stars. Language: Python. Last push: 2026-07-05T22:18:59Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mnemo-mcp.svg","page_url":"https://www.marketnow.site/s/real-mnemo-mcp"},{"id":"mn-real-iranti","name":"iranti","slug":"real-iranti","description":"Memory infrastructure for multi-agent AI systems. Shared, persistent, consistent knowledge for agents that need to stop forgetting.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y iranti","author":"nfemmanuel","version":"1.0.0","tags":["mcp","real","typescript","nfemmanuel"],"source":{"type":"github","url":"https://github.com/nfemmanuel/iranti","note":"Real MCP server. 4 stars. Language: TypeScript. Last push: 2026-07-06T00:32:36Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-iranti.svg","page_url":"https://www.marketnow.site/s/real-iranti"},{"id":"mn-real-artel","name":"artel","slug":"real-artel","description":"Self-hosted MCP server and coordination layer for AI agent fleets: shared memory, tasks, messaging, and session handoffs. Any agent that can make HTTP calls participates. Instances mesh together via f","category":"AI/ML","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install artel || uvx artel","author":"NicolasPrimeau","version":"1.0.0","tags":["mcp","real","python","nicolasprimeau","agent-coordination"],"source":{"type":"github","url":"https://github.com/NicolasPrimeau/artel","note":"Real MCP server. 6 stars. Language: Python. Last push: 2026-07-03T20:26:36Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-artel.svg","page_url":"https://www.marketnow.site/s/real-artel"},{"id":"mn-real-localfaissmcp","name":"local_faiss_mcp","slug":"real-local-faiss-mcp","description":"Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search for Claude / Copilot / Agents.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install local_faiss_mcp || uvx local_faiss_mcp","author":"nonatofabio","version":"1.0.0","tags":["mcp","real","python","nonatofabio","agentic-ai"],"source":{"type":"github","url":"https://github.com/nonatofabio/local_faiss_mcp","note":"Real MCP server. 33 stars. Language: Python. Last push: 2026-04-24T21:21:39Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-local-faiss-mcp.svg","page_url":"https://www.marketnow.site/s/real-local-faiss-mcp"},{"id":"mn-real-piiaengram","name":"piia-engram","slug":"real-piia-engram","description":"Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install piia-engram || uvx piia-engram","author":"Patdolitse","version":"1.0.0","tags":["mcp","real","python","patdolitse","agent-memory"],"source":{"type":"github","url":"https://github.com/Patdolitse/piia-engram","note":"Real MCP server. 170 stars. Language: Python. Last push: 2026-07-06T01:32:28Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-piia-engram.svg","page_url":"https://www.marketnow.site/s/real-piia-engram"},{"id":"mn-real-inmemoria","name":"In-Memoria","slug":"real-in-memoria","description":"Persistent Intelligence Infrastructure for AI Agents","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install In-Memoria","author":"pi22by7","version":"1.0.0","tags":["mcp","real","rust","pi22by7","ai-agents"],"source":{"type":"github","url":"https://github.com/pi22by7/In-Memoria","note":"Real MCP server. 170 stars. Language: Rust. Last push: 2025-12-23T15:59:37Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":71,"badge_url":"https://www.marketnow.site/api/badge/real-in-memoria.svg","page_url":"https://www.marketnow.site/s/real-in-memoria"},{"id":"mn-real-penfieldmcp","name":"penfield-mcp","slug":"real-penfield-mcp","description":"🧠 Persistent memory for AI Agents. Free trial → https://portal.penfield.app/sign-up","category":"AI/ML","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/penfieldlabs/penfield-mcp","author":"penfieldlabs","version":"1.0.0","tags":["mcp","real","dockerfile","penfieldlabs","ai-agent"],"source":{"type":"github","url":"https://github.com/penfieldlabs/penfield-mcp","note":"Real MCP server. 6 stars. Language: Dockerfile. Last push: 2026-04-04T13:16:53Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-penfield-mcp.svg","page_url":"https://www.marketnow.site/s/real-penfield-mcp"},{"id":"mn-real-memviz","name":"memviz","slug":"real-memviz","description":"A local vector memory explorer with a modern UI. Browse, search, visualize and manage SQLite-vec databases from MCP Memory Service.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y memviz","author":"pfillion42","version":"1.0.0","tags":["mcp","real","typescript","pfillion42","claude-code"],"source":{"type":"github","url":"https://github.com/pfillion42/memviz","note":"Real MCP server. 1 stars. Language: TypeScript. Last push: 2026-02-24T19:15:58Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":61,"badge_url":"https://www.marketnow.site/api/badge/real-memviz.svg","page_url":"https://www.marketnow.site/s/real-memviz"},{"id":"mn-real-memorymcp1file","name":"memory-mcp-1file","slug":"real-memory-mcp-1file","description":"MCP server from pomazanbohdan/memory-mcp-1file","category":"Developer Tools","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install memory-mcp-1file","author":"pomazanbohdan","version":"1.0.0","tags":["mcp","real","rust","pomazanbohdan"],"source":{"type":"github","url":"https://github.com/pomazanbohdan/memory-mcp-1file","note":"Real MCP server. 26 stars. Language: Rust. Last push: 2026-05-28T16:40:43Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-memory-mcp-1file.svg","page_url":"https://www.marketnow.site/s/real-memory-mcp-1file"},{"id":"mn-real-mindmapmcpserver-x2","name":"mindmap-mcp-server","slug":"real-mindmap-mcp-server-2","description":"Local-first MCP memory & context-handoff server — capture context in one AI tool, resume it in another. Graceful decay, no cloud.","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mindmap-mcp-server","author":"ravi-labs","version":"1.0.0","tags":["mcp","real","typescript","ravi-labs","ai-tools"],"source":{"type":"github","url":"https://github.com/ravi-labs/mindmap-mcp-server","note":"Real MCP server. 2 stars. Language: TypeScript. Last push: 2026-06-30T21:02:12Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mindmap-mcp-server-2.svg","page_url":"https://www.marketnow.site/s/real-mindmap-mcp-server-2"},{"id":"mn-real-contextkeeper","name":"context-keeper","slug":"real-context-keeper","description":"🧠 LLM-Driven Intelligent Memory & Context Management System （AI记忆管理与智能上下文感知平台） AI记忆管理平台 | 智能上下文感知 | RAG检索增强生成  | 向量检索引擎","category":"Search","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/redleaves/context-keeper","author":"redleaves","version":"1.0.0","tags":["mcp","real","go","redleaves","ai-assistant"],"source":{"type":"github","url":"https://github.com/redleaves/context-keeper","note":"Real MCP server. 151 stars. Language: Go. Last push: 2026-01-13T13:49:45Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":71,"badge_url":"https://www.marketnow.site/api/badge/real-context-keeper.svg","page_url":"https://www.marketnow.site/s/real-context-keeper"},{"id":"mn-real-projectmem","name":"projectmem","slug":"real-projectmem","description":"Local-first memory layer for AI coding agents. Captures issues, attempts, decisions, and cross-project library gotchas — your AI starts experienced, not amnesiac. Native MCP server verified across Cla","category":"AI/ML","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install projectmem || uvx projectmem","author":"riponcm","version":"1.0.0","tags":["mcp","real","python","riponcm","ai-agents"],"source":{"type":"github","url":"https://github.com/riponcm/projectmem","note":"Real MCP server. 133 stars. Language: Python. Last push: 2026-07-02T00:48:10Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-projectmem.svg","page_url":"https://www.marketnow.site/s/real-projectmem"}],"_links":{"self":"/api/skills?page=1&limit=100&q=memo","next":"/api/skills?page=2&limit=100&q=memo","prev":null}}