{"page":1,"limit":100,"total":1166,"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":12,"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-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-dat-03141","name":"dbhub","slug":"real-dbhub","description":"Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y dbhub","author":"bytebase","version":"1.0.0","tags":["mcp","real","typescript","bytebase","agents"],"source":{"type":"github","url":"https://github.com/bytebase/dbhub","note":"Real MCP server. 3105 stars. Language: TypeScript. Last push: 2026-06-30T08:38:43Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-dbhub.svg","page_url":"https://www.marketnow.site/s/real-dbhub"},{"id":"mn-dat-06570","name":"mcp-datalink","slug":"real-mcp-datalink","description":"MCP server for secure database access (PostgreSQL, MySQL, SQLite)","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/pilat/mcp-datalink","author":"pilat","version":"1.0.0","tags":["mcp","real","typescript","pilat","database"],"source":{"type":"github","url":"https://github.com/pilat/mcp-datalink","note":"Real MCP server. 4 stars. Language: TypeScript. Last push: 2026-04-08T11:37:37Z. 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-datalink.svg","page_url":"https://www.marketnow.site/s/real-mcp-datalink"},{"id":"mn-gen-06731","name":"fitbit-mcp","slug":"real-fitbit-mcp","description":"MCP server for the Fitbit Web API with OAuth PKCE, local SQLite cache, and trend analysis","category":"Data","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install fitbit-mcp || uvx fitbit-mcp","author":"partymola","version":"1.0.0","tags":["mcp","real","python","partymola","claude"],"source":{"type":"github","url":"https://github.com/partymola/fitbit-mcp","note":"Real MCP server. 1 stars. Language: Python. Last push: 2026-07-03T20:15:42Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-fitbit-mcp.svg","page_url":"https://www.marketnow.site/s/real-fitbit-mcp"},{"id":"mn-dat-07107","name":"mssql_mcp_server","slug":"real-mssql-mcp-server","description":"A Model Context Protocol (MCP) server for Microsoft SQL Server that enables secure database interactions through a controlled interface. Allows AI assistants to safely list tables, read data, and exec","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install mssql_mcp_server || uvx mssql_mcp_server","author":"RichardHan","version":"1.0.0","tags":["mcp","real","python","richardhan"],"source":{"type":"github","url":"https://github.com/RichardHan/mssql_mcp_server","note":"Real MCP server. 373 stars. Language: Python. Last push: 2025-11-02T12:51:25Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":71,"badge_url":"https://www.marketnow.site/api/badge/real-mssql-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-mssql-mcp-server"},{"id":"mn-dat-07813","name":"mcp-server-sqlite","slug":"real-mcp-server-sqlite","description":"MCP server for SQLite — query databases, inspect schemas, explain queries","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-server-sqlite","author":"ofershap","version":"1.0.0","tags":["mcp","real","typescript","ofershap","ai"],"source":{"type":"github","url":"https://github.com/ofershap/mcp-server-sqlite","note":"Real MCP server. 3 stars. Language: TypeScript. Last push: 2026-03-10T09:22:41Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":61,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-server-sqlite.svg","page_url":"https://www.marketnow.site/s/real-mcp-server-sqlite"},{"id":"mn-gen-09301","name":"mcp-multi-db","slug":"real-mcp-multi-db","description":"Read-only MCP server for querying PostgreSQL, MySQL, and SQLite from AI agents — multi-database, safe by default.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-multi-db","author":"mahAnuj","version":"1.0.0","tags":["mcp","real","typescript","mahanuj"],"source":{"type":"github","url":"https://github.com/mahAnuj/mcp-multi-db","note":"Real MCP server. 1 stars. Language: TypeScript. Last push: 2026-06-21T08:57:23Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-multi-db.svg","page_url":"https://www.marketnow.site/s/real-mcp-multi-db"},{"id":"mn-dat-09357","name":"go-mcp-mysql","slug":"real-go-mcp-mysql","description":"Zero burden, ready-to-use Model Context Protocol (MCP) server for interacting with MySQL and automation. No Node.js or Python environment needed.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/Zhwt/go-mcp-mysql","author":"Zhwt","version":"1.0.0","tags":["mcp","real","go","zhwt","mcp"],"source":{"type":"github","url":"https://github.com/Zhwt/go-mcp-mysql","note":"Real MCP server. 61 stars. Language: Go. Last push: 2026-01-21T01:42:38Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":66,"badge_url":"https://www.marketnow.site/api/badge/real-go-mcp-mysql.svg","page_url":"https://www.marketnow.site/s/real-go-mcp-mysql"},{"id":"mn-gen-11411","name":"saga-mcp","slug":"real-saga-mcp","description":"A Jira-like project tracker MCP server for AI agents. SQLite-backed, 22 tools, full hierarchy, activity logging, and dashboard.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y saga-mcp","author":"spranab","version":"1.0.0","tags":["mcp","real","typescript","spranab"],"source":{"type":"github","url":"https://github.com/spranab/saga-mcp","note":"Real MCP server. 30 stars. Language: TypeScript. Last push: 2026-04-21T20:40:38Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-saga-mcp.svg","page_url":"https://www.marketnow.site/s/real-saga-mcp"},{"id":"mn-sec-11572","name":"mcp-security-hub","slug":"real-mcp-security-hub","description":"A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra, Nuclei, SQLMap, Hashcat and more.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"human-reviewed","risk_level":"yellow","install":"git clone https://github.com/FuzzingLabs/mcp-security-hub","author":"FuzzingLabs","version":"1.0.0","tags":["mcp","real","python","fuzzinglabs","ai"],"source":{"type":"github","url":"https://github.com/FuzzingLabs/mcp-security-hub","note":"Real MCP server. 707 stars. Language: Python. Last push: 2026-04-08T01:44:15Z. 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-security-hub.svg","page_url":"https://www.marketnow.site/s/real-mcp-security-hub"},{"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-amcp-anythingmcp","name":"anythingmcp","slug":"amcp-anythingmcp","description":"Self-hosted, open-source MCP gateway: turn any API, database or MCP server into custom connectors for Claude, ChatGPT, Gemini, Copilot & Cursor — no code. Convert REST, SOAP, WSDL, GraphQL & SQL to MC","category":"Data","price":0,"free":true,"sentinel_score":1,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/HelpCode-ai/anythingmcp","author":"HelpCode-ai","version":"1.0.0","tags":["mcp","awesome-mcp","node.js","helpcode-ai"],"source":{"type":"github","url":"https://github.com/HelpCode-ai/anythingmcp","note":"Imported from awesome-mcp-servers. 145 GitHub stars. Last pushed: 2026-07-03T12:14:12Z."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/amcp-anythingmcp.svg","page_url":"https://www.marketnow.site/s/amcp-anythingmcp"},{"id":"mn-real-sqlquerymcp","name":"sql-query-mcp","slug":"real-sql-query-mcp","description":"A general-purpose MCP server that lets AI work with multiple databases within clear boundaries.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install sql-query-mcp || uvx sql-query-mcp","author":"andyWang1688","version":"1.0.0","tags":["mcp","real","python","andywang1688","chatgpt"],"source":{"type":"github","url":"https://github.com/andyWang1688/sql-query-mcp","note":"Real MCP server. 6 stars. Language: Python. Last push: 2026-06-26T07:20:18Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-sql-query-mcp.svg","page_url":"https://www.marketnow.site/s/real-sql-query-mcp"},{"id":"mn-real-arcadedb","name":"arcadedb","slug":"real-arcadedb","description":"ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vecto","category":"Data","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/ArcadeData/arcadedb","author":"ArcadeData","version":"1.0.0","tags":["mcp","real","java","arcadedata","arcadedb"],"source":{"type":"github","url":"https://github.com/ArcadeData/arcadedb","note":"Real MCP server. 998 stars. Language: Java. Last push: 2026-07-06T00:04:03Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-arcadedb.svg","page_url":"https://www.marketnow.site/s/real-arcadedb"},{"id":"mn-real-mcprunsqlconnectorx","name":"mcp-run-sql-connectorx","slug":"real-mcp-run-sql-connectorx","description":"An MCP server that executes SQL via ConnectorX and streams (using Arrow RecordBatch) the result to CSV or Parquet. Supports PostgreSQL, MySQL, MariaDB, SQLite, MS SQL Server, Amazon Redshift, Google B","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-run-sql-connectorx || uvx mcp-run-sql-connectorx","author":"gigamori","version":"1.0.0","tags":["mcp","real","python","gigamori"],"source":{"type":"github","url":"https://github.com/gigamori/mcp-run-sql-connectorx","note":"Real MCP server. 2 stars. Language: Python. Last push: 2025-09-03T13:33:14Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":58,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-run-sql-connectorx.svg","page_url":"https://www.marketnow.site/s/real-mcp-run-sql-connectorx"},{"id":"mn-real-sqliteexplorerfastmc","name":"sqlite-explorer-fastmcp-mcp-server","slug":"real-sqlite-explorer-fastmcp-mcp-server","description":"An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQ","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install sqlite-explorer-fastmcp-mcp-server || uvx sqlite-explorer-fastmcp-mcp-server","author":"hannesrudolph","version":"1.0.0","tags":["mcp","real","python","hannesrudolph","database-tools"],"source":{"type":"github","url":"https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server","note":"Real MCP server. 107 stars. Language: Python. Last push: 2025-07-18T07:01:19Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":68,"badge_url":"https://www.marketnow.site/api/badge/real-sqlite-explorer-fastmcp-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-sqlite-explorer-fastmcp-mcp-server"},{"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-mcptimeplus","name":"mcp-timeplus","slug":"real-mcp-timeplus","description":"Execute SQL queries and manage databases seamlessly with Timeplus. Leverage powerful tools to interact with your data, Kafka topics, and Iceberg tables efficiently. Enhance your data workflows with a ","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-timeplus || uvx mcp-timeplus","author":"timeplus-io","version":"1.0.0","tags":["mcp","real","python","timeplus-io","clickhouse"],"source":{"type":"github","url":"https://github.com/timeplus-io/mcp-timeplus","note":"Real MCP server. 13 stars. Language: Python. Last push: 2025-07-24T06:04:40Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-timeplus.svg","page_url":"https://www.marketnow.site/s/real-mcp-timeplus"},{"id":"mn-real-sqlaugur","name":"SqlAugur","slug":"real-sqlaugur","description":"MCP server providing AI assistants with safe, read-only access to SQL Server databases. AST-based query validation, rate limiting, and DBA      diagnostic tooling.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/mbentham/SqlAugur","author":"mbentham","version":"1.0.0","tags":["mcp","real","c#","mbentham","ai"],"source":{"type":"github","url":"https://github.com/mbentham/SqlAugur","note":"Real MCP server. 5 stars. Language: C#. Last push: 2026-07-02T14:33:25Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-sqlaugur.svg","page_url":"https://www.marketnow.site/s/real-sqlaugur"},{"id":"mn-real-pgtunermcp","name":"pgtuner_mcp","slug":"real-pgtuner-mcp","description":"provides AI-powered PostgreSQL performance tuning capabilities.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install pgtuner_mcp || uvx pgtuner_mcp","author":"isdaniel","version":"1.0.0","tags":["mcp","real","python","isdaniel","ai"],"source":{"type":"github","url":"https://github.com/isdaniel/pgtuner_mcp","note":"Real MCP server. 25 stars. Language: Python. Last push: 2026-06-02T10:03:09Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-pgtuner-mcp.svg","page_url":"https://www.marketnow.site/s/real-pgtuner-mcp"},{"id":"mn-real-safedbmcp","name":"safedb-mcp","slug":"real-safedb-mcp","description":"Secure MCP server for safe, read-only DB access by AI agents, with SQL guardrails, table allowlists, PII masking, and audit logs","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y safedb-mcp","author":"narekmalk","version":"1.0.0","tags":["mcp","real","typescript","narekmalk"],"source":{"type":"github","url":"https://github.com/narekmalk/safedb-mcp","note":"Real MCP server. 7 stars. Language: TypeScript. Last push: 2026-05-27T10:23:58Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-safedb-mcp.svg","page_url":"https://www.marketnow.site/s/real-safedb-mcp"},{"id":"mn-real-skysqlmcp","name":"skysql-mcp","slug":"real-skysql-mcp","description":"SkySQL MCP server and client repository.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install skysql-mcp || uvx skysql-mcp","author":"skysqlinc","version":"1.0.0","tags":["mcp","real","python","skysqlinc"],"source":{"type":"github","url":"https://github.com/skysqlinc/skysql-mcp","note":"Real MCP server. 6 stars. Language: Python. Last push: 2026-04-23T23:15:20Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-skysql-mcp.svg","page_url":"https://www.marketnow.site/s/real-skysql-mcp"},{"id":"mn-real-mcp-x15","name":"mcp","slug":"real-mcp-15","description":"MCP Server for Snowflake including Cortex AI, object management, SQL orchestration, semantic view consumption, and more","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp || uvx mcp","author":"Snowflake-Labs","version":"1.0.0","tags":["mcp","real","python","snowflake-labs"],"source":{"type":"github","url":"https://github.com/Snowflake-Labs/mcp","note":"Real MCP server. 292 stars. Language: Python. Last push: 2026-05-15T16:30:51Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-15.svg","page_url":"https://www.marketnow.site/s/real-mcp-15"},{"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-thinairdata","name":"thinair-data","slug":"real-thinair-data","description":"Secure read-only MCP server for PostgreSQL, MySQL, and SQL Server — built for ThinAir Data, operational analytics, reporting, and AI-assisted database workflows.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y thinair-data","author":"ThinAirTelematics","version":"1.0.0","tags":["mcp","real","javascript","thinairtelematics"],"source":{"type":"github","url":"https://github.com/ThinAirTelematics/thinair-data","note":"Real MCP server. 1 stars. Language: JavaScript. Last push: 2026-06-24T08:15:29Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-thinair-data.svg","page_url":"https://www.marketnow.site/s/real-thinair-data"},{"id":"mn-real-smartdbmcp","name":"SmartDB_MCP","slug":"real-smartdb-mcp","description":"Universal database MCP server connecting to MySQL, PostgreSQL, SQL Server, MariaDB,DM8,Oracle,not only provides basic database connection such as OAuth 2.0 authentication , health checks, SQL optimiza","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install SmartDB_MCP || uvx SmartDB_MCP","author":"wenb1n-dev","version":"1.0.0","tags":["mcp","real","python","wenb1n-dev","ai"],"source":{"type":"github","url":"https://github.com/wenb1n-dev/SmartDB_MCP","note":"Real MCP server. 87 stars. Language: Python. Last push: 2025-09-14T04:37:20Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":66,"badge_url":"https://www.marketnow.site/api/badge/real-smartdb-mcp.svg","page_url":"https://www.marketnow.site/s/real-smartdb-mcp"},{"id":"mn-real-mcplibsql","name":"mcp-libsql","slug":"real-mcp-libsql","description":"Secure MCP server for libSQL databases with comprehensive tools, connection pooling, and transaction support. Built with TypeScript for Claude Desktop, Claude Code, Cursor, and other MCP clients.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/Xexr/mcp-libsql","author":"Xexr","version":"1.0.0","tags":["mcp","real","typescript","xexr","ai-tools"],"source":{"type":"github","url":"https://github.com/Xexr/mcp-libsql","note":"Real MCP server. 22 stars. Language: TypeScript. Last push: 2025-06-03T16:19:48Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-libsql.svg","page_url":"https://www.marketnow.site/s/real-mcp-libsql"},{"id":"mn-real-metabasemcp","name":"metabase-mcp","slug":"real-metabase-mcp","description":"MCP server connecting Claude to Metabase for natural language data analysis, dashboard management, and SQL queries","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y metabase-mcp","author":"1luvc0d3","version":"1.0.0","tags":["mcp","real","typescript","1luvc0d3","anthropic"],"source":{"type":"github","url":"https://github.com/1luvc0d3/metabase-mcp","note":"Real MCP server. 4 stars. Language: TypeScript. Last push: 2026-04-21T03:21:20Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-metabase-mcp.svg","page_url":"https://www.marketnow.site/s/real-metabase-mcp"},{"id":"mn-real-mcpsuperset","name":"mcp-superset","slug":"real-mcp-superset","description":"MCP server for managing Apache Superset — 128+ tools for dashboards, charts, datasets, SQL Lab, access control","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-superset || uvx mcp-superset","author":"bintocher","version":"1.0.0","tags":["mcp","real","python","bintocher","ai-tools"],"source":{"type":"github","url":"https://github.com/bintocher/mcp-superset","note":"Real MCP server. 49 stars. Language: Python. Last push: 2026-06-25T21:27:36Z. 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-superset.svg","page_url":"https://www.marketnow.site/s/real-mcp-superset"},{"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-agentmako","name":"agentmako","slug":"real-agentmako","description":"Local-first MCP server that gives coding agents structured context packets, code/schema facts, and diagnostics - backed by a local SQLite store.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y agentmako","author":"drhalto","version":"1.0.0","tags":["mcp","real","typescript","drhalto","ai-coding"],"source":{"type":"github","url":"https://github.com/drhalto/agentmako","note":"Real MCP server. 47 stars. Language: TypeScript. Last push: 2026-07-02T04:03:42Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-agentmako.svg","page_url":"https://www.marketnow.site/s/real-agentmako"},{"id":"mn-real-cli-x2","name":"cli","slug":"real-cli-2","description":"Endor provides instant, private, sandboxed environments for your favorite services anywhere Node is available. Run MariaDB, PostgreSQL and many more servers securely and in just a few seconds. Perfect","category":"Data","price":0,"free":true,"sentinel_score":6,"review_status":"auto-scanned","risk_level":"red","install":"npx -y cli","author":"endorhq","version":"1.0.0","tags":["mcp","real","unknown","endorhq"],"source":{"type":"github","url":"https://github.com/endorhq/cli","note":"Real MCP server. 28 stars. Language: Unknown. Last push: 2025-07-01T16:10:06Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-cli-2.svg","page_url":"https://www.marketnow.site/s/real-cli-2"},{"id":"mn-real-gosqlx","name":"GoSQLX","slug":"real-gosqlx","description":"High-performance SQL parser, formatter, linter & security scanner for Go - 1.5M+ ops/sec, multi-dialect, zero-copy, race-free","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/ajitpratap0/GoSQLX","author":"ajitpratap0","version":"1.0.0","tags":["mcp","real","go","ajitpratap0","ast"],"source":{"type":"github","url":"https://github.com/ajitpratap0/GoSQLX","note":"Real MCP server. 105 stars. Language: Go. Last push: 2026-05-27T03:19:15Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-gosqlx.svg","page_url":"https://www.marketnow.site/s/real-gosqlx"},{"id":"mn-real-mcpserversqlanalyzer","name":"mcp-server-sql-analyzer","slug":"real-mcp-server-sql-analyzer","description":"MCP server for SQL static analysis.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-server-sql-analyzer || uvx mcp-server-sql-analyzer","author":"j4c0bs","version":"1.0.0","tags":["mcp","real","python","j4c0bs"],"source":{"type":"github","url":"https://github.com/j4c0bs/mcp-server-sql-analyzer","note":"Real MCP server. 32 stars. Language: Python. Last push: 2025-07-01T14:37:41Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":63,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-server-sql-analyzer.svg","page_url":"https://www.marketnow.site/s/real-mcp-server-sql-analyzer"},{"id":"mn-real-sqlglot","name":"sqlglot","slug":"real-sqlglot","description":"Python SQL Parser and Transpiler","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install sqlglot || uvx sqlglot","author":"tobymao","version":"1.0.0","tags":["mcp","real","python","tobymao","bigquery"],"source":{"type":"github","url":"https://github.com/tobymao/sqlglot","note":"Real MCP server. 9387 stars. Language: Python. Last push: 2026-07-03T18:01:27Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-sqlglot.svg","page_url":"https://www.marketnow.site/s/real-sqlglot"},{"id":"mn-real-perfettomcprs","name":"perfetto-mcp-rs","slug":"real-perfetto-mcp-rs","description":"Perfetto trace analysis via MCP — PerfettoSQL queries plus dedicated Chrome tools for scroll jank, page loads, and main-thread hotspots","category":"Browser Automation","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"cargo install perfetto-mcp-rs","author":"tooluse-labs","version":"1.0.0","tags":["mcp","real","rust","tooluse-labs","android"],"source":{"type":"github","url":"https://github.com/tooluse-labs/perfetto-mcp-rs","note":"Real MCP server. 19 stars. Language: Rust. Last push: 2026-07-02T12:39:56Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-perfetto-mcp-rs.svg","page_url":"https://www.marketnow.site/s/real-perfetto-mcp-rs"},{"id":"mn-real-mcpcompress","name":"mcp-compress","slug":"real-mcp-compress","description":"First MCP server for data compression. 60x compression on docs, 30x on SQL, 20x on logs. Zero dependencies. Lossless. Auto-picks best algorithm. 7 tools for any AI agent.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/ShipItAndPray/mcp-compress","author":"ShipItAndPray","version":"1.0.0","tags":["mcp","real","javascript","shipitandpray","ai-agents"],"source":{"type":"github","url":"https://github.com/ShipItAndPray/mcp-compress","note":"Real MCP server. 2 stars. Language: JavaScript. Last push: 2026-03-25T18:36:29Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-compress.svg","page_url":"https://www.marketnow.site/s/real-mcp-compress"},{"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-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-loremcp","name":"lore-mcp","slug":"real-lore-mcp","description":"Advanced MCP server for unified knowledge management with PostgreSQL+pgvector, knowledge graphs, research workflows, and Claude Code integration","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install lore-mcp || uvx lore-mcp","author":"davidgut1982","version":"1.0.0","tags":["mcp","real","python","davidgut1982","ai-agents"],"source":{"type":"github","url":"https://github.com/davidgut1982/lore-mcp","note":"Real MCP server. 3 stars. Language: Python. Last push: 2026-06-02T16:54:20Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-lore-mcp.svg","page_url":"https://www.marketnow.site/s/real-lore-mcp"},{"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-gnosismcp","name":"gnosis-mcp","slug":"real-gnosis-mcp","description":"Zero-config MCP server for searchable documentation (SQLite default, PostgreSQL optional)","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install gnosis-mcp || uvx gnosis-mcp","author":"nicholasglazer","version":"1.0.0","tags":["mcp","real","python","nicholasglazer","ai"],"source":{"type":"github","url":"https://github.com/nicholasglazer/gnosis-mcp","note":"Real MCP server. 25 stars. Language: Python. Last push: 2026-05-30T20:09:46Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-gnosis-mcp.svg","page_url":"https://www.marketnow.site/s/real-gnosis-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-memem","name":"memem","slug":"real-memem","description":"A Claude Code plugin that gives Claude persistent memory across sessions — stores lessons and decisions as markdown in your Obsidian vault, searches them with SQLite FTS5, and mines past transcripts a","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install memem || uvx memem","author":"TT-Wang","version":"1.0.0","tags":["mcp","real","python","tt-wang","anthropic"],"source":{"type":"github","url":"https://github.com/TT-Wang/memem","note":"Real MCP server. 34 stars. Language: Python. Last push: 2026-07-03T12:06:20Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-memem.svg","page_url":"https://www.marketnow.site/s/real-memem"},{"id":"mn-real-waypath","name":"waypath","slug":"real-waypath","description":"Open-source memory CLI for Claude Code, Codex & MCP — local-first SQLite, graph-aware recall, review gate. npm i -g waypath","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y waypath","author":"TheStack-ai","version":"1.0.0","tags":["mcp","real","typescript","thestack-ai","ai-agent"],"source":{"type":"github","url":"https://github.com/TheStack-ai/waypath","note":"Real MCP server. 4 stars. Language: TypeScript. Last push: 2026-06-30T03:02:41Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-waypath.svg","page_url":"https://www.marketnow.site/s/real-waypath"},{"id":"mn-real-heimdallmcp","name":"heimdall-mcp","slug":"real-heimdall-mcp","description":"Transparent MCP proxy with OpenTelemetry tracing. Wrap any MCP server and persist traces to SQLite, Postgres or MySQL.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y heimdall-mcp","author":"enmanuelmag","version":"1.0.0","tags":["mcp","real","typescript","enmanuelmag","agent"],"source":{"type":"github","url":"https://github.com/enmanuelmag/heimdall-mcp","note":"Real MCP server. 10 stars. Language: TypeScript. Last push: 2026-05-27T02:02:58Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":69,"badge_url":"https://www.marketnow.site/api/badge/real-heimdall-mcp.svg","page_url":"https://www.marketnow.site/s/real-heimdall-mcp"},{"id":"mn-real-webexposuremcp","name":"web-exposure-mcp","slug":"real-web-exposure-mcp","description":"MCP server that points an AI agent at a live URL and confirms publicly-served secret files — exposed .git, .env, JS source maps, backup/SQL dumps, directory listing, dotfiles — by fetching the bytes. ","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y web-exposure-mcp","author":"Perufitlife","version":"1.0.0","tags":["mcp","real","javascript","perufitlife","ai-agents"],"source":{"type":"github","url":"https://github.com/Perufitlife/web-exposure-mcp","note":"Real MCP server. 1 stars. Language: JavaScript. Last push: 2026-06-21T16:28:21Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":64,"badge_url":"https://www.marketnow.site/api/badge/real-web-exposure-mcp.svg","page_url":"https://www.marketnow.site/s/real-web-exposure-mcp"},{"id":"mn-real-thalescdspcakmmcpser","name":"thales-cdsp-cakm-mcp-server","slug":"real-thales-cdsp-cakm-mcp-server","description":"MCP Server to manage encryption for Ms SQL and Oracle databases using Thales CAKM connector","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install thales-cdsp-cakm-mcp-server || uvx thales-cdsp-cakm-mcp-server","author":"sanyambassi","version":"1.0.0","tags":["mcp","real","python","sanyambassi","ai"],"source":{"type":"github","url":"https://github.com/sanyambassi/thales-cdsp-cakm-mcp-server","note":"Real MCP server. 3 stars. Language: Python. Last push: 2025-09-04T02:59:57Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":58,"badge_url":"https://www.marketnow.site/api/badge/real-thales-cdsp-cakm-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-thales-cdsp-cakm-mcp-server"},{"id":"mn-real-functionlookupmcp","name":"function-lookup-mcp","slug":"real-function-lookup-mcp","description":"MCP server for AI agents to lookup function signatures from any API. Uses SQLite and universal ctags to index source    files across multiple languages (Python, C, Go, C++, JS, Rust, Java, etc.). Prev","category":"Data","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install function-lookup-mcp || uvx function-lookup-mcp","author":"osinmv","version":"1.0.0","tags":["mcp","real","python","osinmv","ctags"],"source":{"type":"github","url":"https://github.com/osinmv/function-lookup-mcp","note":"Real MCP server. 4 stars. Language: Python. Last push: 2025-11-10T09:30:37Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":61,"badge_url":"https://www.marketnow.site/api/badge/real-function-lookup-mcp.svg","page_url":"https://www.marketnow.site/s/real-function-lookup-mcp"},{"id":"mn-real-tabularis","name":"tabularis","slug":"real-tabularis","description":"Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 13+ more databases like DuckDB, ClickHouse, Redis and Firestore. Built-in MCP server for Claude, Cursor and Devin, SQL noteb","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y tabularis","author":"TabularisDB","version":"1.0.0","tags":["mcp","real","typescript","tabularisdb","ai-agent"],"source":{"type":"github","url":"https://github.com/TabularisDB/tabularis","note":"Real MCP server. 3558 stars. Language: TypeScript. Last push: 2026-07-05T12:31:01Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-tabularis.svg","page_url":"https://www.marketnow.site/s/real-tabularis"},{"id":"mn-real-pgaiguide","name":"pg-aiguide","slug":"real-pg-aiguide","description":"MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install pg-aiguide || uvx pg-aiguide","author":"timescale","version":"1.0.0","tags":["mcp","real","python","timescale","ai"],"source":{"type":"github","url":"https://github.com/timescale/pg-aiguide","note":"Real MCP server. 1781 stars. Language: Python. Last push: 2026-06-26T19:47:09Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-pg-aiguide.svg","page_url":"https://www.marketnow.site/s/real-pg-aiguide"},{"id":"mn-real-zen","name":"zen","slug":"real-zen","description":"Selfhosted notes app. Single golang binary, notes stored as markdown within SQLite, full-text search, very low resource usage","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"npx -y zen","author":"sheshbabu","version":"1.0.0","tags":["mcp","real","javascript","sheshbabu","markdown"],"source":{"type":"github","url":"https://github.com/sheshbabu/zen","note":"Real MCP server. 1118 stars. Language: JavaScript. Last push: 2026-04-29T09:40:54Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-zen.svg","page_url":"https://www.marketnow.site/s/real-zen"},{"id":"mn-real-phpmyfaq","name":"phpMyFAQ","slug":"real-phpmyfaq","description":"phpMyFAQ - Open Source FAQ web application for PHP 8.3+ and MySQL, PostgreSQL and other databases","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/thorsten/phpMyFAQ","author":"thorsten","version":"1.0.0","tags":["mcp","real","php","thorsten","database"],"source":{"type":"github","url":"https://github.com/thorsten/phpMyFAQ","note":"Real MCP server. 619 stars. Language: PHP. Last push: 2026-07-06T03:13:40Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-phpmyfaq.svg","page_url":"https://www.marketnow.site/s/real-phpmyfaq"},{"id":"mn-real-stackql","name":"stackql","slug":"real-stackql","description":"Query, provision and operate Cloud, SaaS, API and Model Context Protocol (MCP) resources through a unified SQL-based framework for humans and AI agents.","category":"Data","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/stackql/stackql","author":"stackql","version":"1.0.0","tags":["mcp","real","go","stackql","ai-agents"],"source":{"type":"github","url":"https://github.com/stackql/stackql","note":"Real MCP server. 861 stars. Language: Go. Last push: 2026-07-03T20:05:33Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":79,"badge_url":"https://www.marketnow.site/api/badge/real-stackql.svg","page_url":"https://www.marketnow.site/s/real-stackql"},{"id":"mn-real-roamcode","name":"roam-code","slug":"real-roam-code","description":"Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 238 commands, 224 MCP tools, change-safety gates, audit evidence, zero API keys.","category":"Data","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"red","install":"pip install roam-code || uvx roam-code","author":"Cranot","version":"1.0.0","tags":["mcp","real","python","cranot","ai-agents"],"source":{"type":"github","url":"https://github.com/Cranot/roam-code","note":"Real MCP server. 494 stars. Language: Python. Last push: 2026-07-03T17:23:08Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-roam-code.svg","page_url":"https://www.marketnow.site/s/real-roam-code"},{"id":"mn-real-performancemonitor","name":"PerformanceMonitor","slug":"real-performancemonitor","description":"Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/erikdarlingdata/PerformanceMonitor","author":"erikdarlingdata","version":"1.0.0","tags":["mcp","real","c#","erikdarlingdata","aws-rds"],"source":{"type":"github","url":"https://github.com/erikdarlingdata/PerformanceMonitor","note":"Real MCP server. 431 stars. Language: C#. Last push: 2026-07-05T23:14:23Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-performancemonitor.svg","page_url":"https://www.marketnow.site/s/real-performancemonitor"},{"id":"mn-real-truememory","name":"TrueMemory","slug":"real-truememory","description":"The memory your AI should have had from the start. Automatic capture, automatic recall, 100% local. One SQLite file, zero cloud. Works with Claude Code, Claude CLI, Cursor, Codex CLI, Gemini CLI.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install TrueMemory || uvx TrueMemory","author":"buildingjoshbetter","version":"1.0.0","tags":["mcp","real","python","buildingjoshbetter","agent-memory"],"source":{"type":"github","url":"https://github.com/buildingjoshbetter/TrueMemory","note":"Real MCP server. 363 stars. Language: Python. Last push: 2026-06-24T09:07:07Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-truememory.svg","page_url":"https://www.marketnow.site/s/real-truememory"},{"id":"mn-real-pmb","name":"pmb","slug":"real-pmb","description":"Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) over MCP. Decisions, lessons and facts live in one SQLite file on your disk. Offline, multilingual.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"red","install":"pip install pmb || uvx pmb","author":"oleksiijko","version":"1.0.0","tags":["mcp","real","python","oleksiijko","ai-agents"],"source":{"type":"github","url":"https://github.com/oleksiijko/pmb","note":"Real MCP server. 291 stars. Language: Python. Last push: 2026-07-06T03:10:08Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-pmb.svg","page_url":"https://www.marketnow.site/s/real-pmb"},{"id":"mn-real-performancestudio","name":"PerformanceStudio","slug":"real-performancestudio","description":"Free, open-source SQL Server execution plan analyzer — cross-platform GUI + CLI with 30 analysis rules, missing index detection, SSMS extension. Built-in MCP server for AI-assisted plan review.","category":"Data","price":0,"free":true,"sentinel_score":8,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/erikdarlingdata/PerformanceStudio","author":"erikdarlingdata","version":"1.0.0","tags":["mcp","real","c#","erikdarlingdata","avalonia"],"source":{"type":"github","url":"https://github.com/erikdarlingdata/PerformanceStudio","note":"Real MCP server. 217 stars. Language: C#. Last push: 2026-07-05T08:56:45Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":74,"badge_url":"https://www.marketnow.site/api/badge/real-performancestudio.svg","page_url":"https://www.marketnow.site/s/real-performancestudio"},{"id":"mn-real-engram-x3","name":"engram","slug":"real-engram-3","description":"Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI, and TUI.","category":"Data","price":0,"free":true,"sentinel_score":7,"review_status":"auto-scanned","risk_level":"yellow","install":"go install github.com/Gentleman-Programming/engram","author":"Gentleman-Programming","version":"1.0.0","tags":["mcp","real","go","gentleman-programming"],"source":{"type":"github","url":"https://github.com/Gentleman-Programming/engram","note":"Real MCP server. 4907 stars. Language: Go. Last push: 2026-07-05T14:44:04Z. Discovered via auto-discovery."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":84,"badge_url":"https://www.marketnow.site/api/badge/real-engram-3.svg","page_url":"https://www.marketnow.site/s/real-engram-3"},{"id":"mn-real-mcpservermysql","name":"mcp-server-mysql","slug":"real-mcp-server-mysql","description":"A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.","category":"Data","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-server-mysql","author":"benborla","version":"1.0.0","tags":["mcp","real","javascript","benborla"],"source":{"type":"github","url":"https://github.com/benborla/mcp-server-mysql","note":"Real MCP server. 1915 stars. Language: JavaScript. Last push: 2026-06-29T09:13:05Z."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-server-mysql.svg","page_url":"https://www.marketnow.site/s/real-mcp-server-mysql"},{"id":"mn-real-mysqlmcpserver","name":"mysql-mcp-server","slug":"real-mysql-mcp-server","description":"mcp model-context-protocol mysql cursor n8n","category":"Data","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mysql-mcp-server","author":"dave-wind","version":"1.0.0","tags":["mcp","real","javascript","dave-wind"],"source":{"type":"github","url":"https://github.com/dave-wind/mysql-mcp-server","note":"Real MCP server. 13 stars. Language: JavaScript. Last push: 2026-05-18T14:28:04Z."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mysql-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-mysql-mcp-server"},{"id":"mn-real-mcpmysqlserver","name":"mcp-mysql-server","slug":"real-mcp-mysql-server","description":"A Model Context Protocol server for MySQL database operations","category":"Data","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-mysql-server","author":"f4ww4z","version":"1.0.0","tags":["mcp","real","javascript","f4ww4z"],"source":{"type":"github","url":"https://github.com/f4ww4z/mcp-mysql-server","note":"Real MCP server. 164 stars. Language: JavaScript. Last push: 2025-11-14T08:30:28Z."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-mysql-server.svg","page_url":"https://www.marketnow.site/s/real-mcp-mysql-server"},{"id":"mn-real-mcpsqlite","name":"mcp-sqlite","slug":"real-mcp-sqlite","description":"🐇 Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities","category":"Data","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-sqlite","author":"jparkerweb","version":"1.0.0","tags":["mcp","real","javascript","jparkerweb","aitooling"],"source":{"type":"github","url":"https://github.com/jparkerweb/mcp-sqlite","note":"Real MCP server. 114 stars. Language: JavaScript. Last push: 2026-04-05T04:51:05Z."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-sqlite.svg","page_url":"https://www.marketnow.site/s/real-mcp-sqlite"},{"id":"mn-real-mcpsqlalchemyserver","name":"mcp-sqlalchemy-server","slug":"real-mcp-sqlalchemy-server","description":"A simple MCP ODBC server using FastAPI, ODBC and SQLAlchemy.","category":"Data","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-sqlalchemy-server || uvx mcp-sqlalchemy-server","author":"OpenLinkSoftware","version":"1.0.0","tags":["mcp","real","python","openlinksoftware"],"source":{"type":"github","url":"https://github.com/OpenLinkSoftware/mcp-sqlalchemy-server","note":"Real MCP server. 24 stars. Language: Python. Last push: 2025-05-23T16:12:57Z."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-sqlalchemy-server.svg","page_url":"https://www.marketnow.site/s/real-mcp-sqlalchemy-server"},{"id":"mn-real-mcpalchemy","name":"mcp-alchemy","slug":"real-mcp-alchemy","description":"A MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, Oracle, and MS-SQL.","category":"Data","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-alchemy || uvx mcp-alchemy","author":"runekaagaard","version":"1.0.0","tags":["mcp","real","python","runekaagaard"],"source":{"type":"github","url":"https://github.com/runekaagaard/mcp-alchemy","note":"Real MCP server. 412 stars. Language: Python. Last push: 2025-08-15T07:18:27Z."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-alchemy.svg","page_url":"https://www.marketnow.site/s/real-mcp-alchemy"},{"id":"mn-real-mysqlmcpserverpro","name":"mysql_mcp_server_pro","slug":"real-mysql-mcp-server-pro","description":"Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼！更加好用！不仅止于mysql的增删改查功能； 还包含了数据库异常分析能力；且便于开发者们进行个性化的工具扩展 ","category":"Data","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install mysql_mcp_server_pro || uvx mysql_mcp_server_pro","author":"wenb1n-dev","version":"1.0.0","tags":["mcp","real","python","wenb1n-dev","ai"],"source":{"type":"github","url":"https://github.com/wenb1n-dev/mysql_mcp_server_pro","note":"Real MCP server. 245 stars. Language: Python. Last push: 2025-08-28T13:50:15Z."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mysql-mcp-server-pro.svg","page_url":"https://www.marketnow.site/s/real-mysql-mcp-server-pro"},{"id":"mn-real-mcpdbutils","name":"mcp-dbutils","slug":"real-mcp-dbutils","description":"数读 是一件可以让你的大模型安全连接到数据库的MCP工具。| DButils is an all-in-one MCP service that enables your AI to do data analysis by harnessing versatile types of database (sqlite, mysql, postgres, and more) within a unif","category":"Data","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp-dbutils || uvx mcp-dbutils","author":"donghao1393","version":"1.0.0","tags":["mcp","real","python","donghao1393","database"],"source":{"type":"github","url":"https://github.com/donghao1393/mcp-dbutils","note":"Real MCP server. 90 stars. Language: Python. Last push: 2025-05-12T17:21:01Z."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-dbutils.svg","page_url":"https://www.marketnow.site/s/real-mcp-dbutils"},{"id":"mn-real-mcpdatabaseserver","name":"mcp-database-server","slug":"real-mcp-database-server-2","description":"MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlServer and Posgresql Databases","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-database-server","author":"executeautomation","version":"1.0.0","tags":["mcp","real","typescript","executeautomation"],"source":{"type":"github","url":"https://github.com/executeautomation/mcp-database-server","note":"Real MCP server. 372 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-database-server-2.svg","page_url":"https://www.marketnow.site/s/real-mcp-database-server-2"},{"id":"mn-real-reddarchiver","name":"redd-archiver","slug":"real-redd-archiver","description":"A PostgreSQL-backed archive generator that creates browsable HTML archives from link aggregator platforms including Reddit, Voat, and Ruqqus.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install redd-archiver","author":"19-84","version":"1.0.0","tags":["mcp","real","python","19-84"],"source":{"type":"github","url":"https://github.com/19-84/redd-archiver","note":"Real MCP server. 339 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-redd-archiver.svg","page_url":"https://www.marketnow.site/s/real-redd-archiver"},{"id":"mn-real-guild","name":"guild","slug":"real-guild","description":"Shared context, memory, and task coordination across AI coding agents. Single Go binary, local SQLite, hybrid keyword and semantic search.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y guild","author":"mathomhaus","version":"1.0.0","tags":["mcp","real","go","mathomhaus"],"source":{"type":"github","url":"https://github.com/mathomhaus/guild","note":"Real MCP server. 317 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-guild.svg","page_url":"https://www.marketnow.site/s/real-guild"},{"id":"mn-real-airbroke","name":"airbroke","slug":"real-airbroke","description":"🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/icoretech/airbroke","author":"icoretech","version":"1.0.0","tags":["mcp","real","typescript","icoretech"],"source":{"type":"github","url":"https://github.com/icoretech/airbroke","note":"Real MCP server. 219 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-airbroke.svg","page_url":"https://www.marketnow.site/s/real-airbroke"},{"id":"mn-real-mssqlmcp","name":"mssql-mcp","slug":"real-mssql-mcp","description":"MSSQL Server MCP implementation written in C#","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mssql-mcp","author":"Aaronontheweb","version":"1.0.0","tags":["mcp","real","c#","aaronontheweb"],"source":{"type":"github","url":"https://github.com/Aaronontheweb/mssql-mcp","note":"Real MCP server. 152 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mssql-mcp.svg","page_url":"https://www.marketnow.site/s/real-mssql-mcp"},{"id":"mn-real-mcppostgresqlops","name":"MCP-PostgreSQL-Ops","slug":"real-mcp-postgresql-ops","description":"🐘 Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performance analysis, bloat detection, lock/deadlock monitoring, autovacuum & schema inspection. No extensions required. PG 12-18.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install MCP-PostgreSQL-Ops","author":"call518","version":"1.0.0","tags":["mcp","real","python","call518"],"source":{"type":"github","url":"https://github.com/call518/MCP-PostgreSQL-Ops","note":"Real MCP server. 152 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-postgresql-ops.svg","page_url":"https://www.marketnow.site/s/real-mcp-postgresql-ops"},{"id":"mn-real-remindb","name":"remindb","slug":"real-remindb","description":"An agentic memory database that cuts session tokens by 82–99%. One portable SQLite file — your agent's memory, anywhere.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/radimsem/remindb","author":"radimsem","version":"1.0.0","tags":["mcp","real","go","radimsem"],"source":{"type":"github","url":"https://github.com/radimsem/remindb","note":"Real MCP server. 120 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-remindb.svg","page_url":"https://www.marketnow.site/s/real-remindb"},{"id":"mn-real-mcpmemorylibsql","name":"mcp-memory-libsql","slug":"real-mcp-memory-libsql","description":"🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search, semantic knowledge storage, and efficient relationship management - perfect for","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y mcp-memory-libsql","author":"spences10","version":"1.0.0","tags":["mcp","real","typescript","spences10"],"source":{"type":"github","url":"https://github.com/spences10/mcp-memory-libsql","note":"Real MCP server. 85 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-memory-libsql.svg","page_url":"https://www.marketnow.site/s/real-mcp-memory-libsql"},{"id":"mn-real-zikkaron","name":"Zikkaron","slug":"real-zikkaron","description":"Biologically-inspired persistent memory engine for Claude Code. 26 cognitive subsystems, Hopfield networks, predictive coding, causal discovery, successor representations, all running locally over SQL","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install Zikkaron","author":"amanhij","version":"1.0.0","tags":["mcp","real","python","amanhij"],"source":{"type":"github","url":"https://github.com/amanhij/Zikkaron","note":"Real MCP server. 61 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-zikkaron.svg","page_url":"https://www.marketnow.site/s/real-zikkaron"},{"id":"mn-real-ckanmcpserver","name":"ckan-mcp-server","slug":"real-ckan-mcp-server","description":"MCP server for querying CKAN open data portals (package search, DataStore SQL, organizations, groups, tags)","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/ondata/ckan-mcp-server","author":"ondata","version":"1.0.0","tags":["mcp","real","typescript","ondata"],"source":{"type":"github","url":"https://github.com/ondata/ckan-mcp-server","note":"Real MCP server. 56 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-ckan-mcp-server.svg","page_url":"https://www.marketnow.site/s/real-ckan-mcp-server"},{"id":"mn-real-claudememlite","name":"claude-mem-lite","slug":"real-claude-mem-lite","description":"Persistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, and context across sessions. Hybrid FTS5 + TF-IDF search with episode batching. Single SQLite DB, no external","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y claude-mem-lite","author":"sdsrss","version":"1.0.0","tags":["mcp","real","javascript","sdsrss"],"source":{"type":"github","url":"https://github.com/sdsrss/claude-mem-lite","note":"Real MCP server. 48 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-claude-mem-lite.svg","page_url":"https://www.marketnow.site/s/real-claude-mem-lite"},{"id":"mn-real-pain001","name":"pain001","slug":"real-pain001","description":"Generate and validate ISO 20022 payment files (pain.001 v03-v12, pain.008) from CSV, SQLite, JSON, or Parquet. XSD and SEPA scheme validation, pain.002 and camt.053 parsers and builders, plus a CLI, R","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install pain001","author":"sebastienrousseau","version":"1.0.0","tags":["mcp","real","python","sebastienrousseau"],"source":{"type":"github","url":"https://github.com/sebastienrousseau/pain001","note":"Real MCP server. 44 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-pain001.svg","page_url":"https://www.marketnow.site/s/real-pain001"},{"id":"mn-real-contextharness","name":"context-harness","slug":"real-context-harness","description":"Local-first context ingestion and retrieval for AI tools. SQLite + embeddings + MCP server for Cursor & Claude.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/parallax-labs/context-harness","author":"parallax-labs","version":"1.0.0","tags":["mcp","real","rust","parallax-labs"],"source":{"type":"github","url":"https://github.com/parallax-labs/context-harness","note":"Real MCP server. 40 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-context-harness.svg","page_url":"https://www.marketnow.site/s/real-context-harness"},{"id":"mn-real-orionbeltanalytics","name":"orionbelt-analytics","slug":"real-orionbelt-analytics","description":"Ontology-based MCP server that analyzes database schemas (PostgreSQL, Snowflake, ClickHouse, Dremio) and generates RDF/OWL ontologies with SQL mappings for fan-trap-free Text-to-SQL.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install orionbelt-analytics","author":"ralforion","version":"1.0.0","tags":["mcp","real","python","ralforion"],"source":{"type":"github","url":"https://github.com/ralforion/orionbelt-analytics","note":"Real MCP server. 39 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-orionbelt-analytics.svg","page_url":"https://www.marketnow.site/s/real-orionbelt-analytics"},{"id":"mn-real-narwhal","name":"narwhal","slug":"real-narwhal","description":"Multi-driver TUI database client with a built-in MCP server. Six databases (postgres, mysql, sqlite, duckdb, clickhouse, mssql), vim editing, Lua + WASM plugins, schema diff, audit log.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y narwhal","author":"Nonanti","version":"1.0.0","tags":["mcp","real","rust","nonanti"],"source":{"type":"github","url":"https://github.com/Nonanti/narwhal","note":"Real MCP server. 37 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-narwhal.svg","page_url":"https://www.marketnow.site/s/real-narwhal"},{"id":"mn-real-memwhale","name":"MemWhale","slug":"real-memwhale","description":"MemoryWhale is a Rust/Tauri local-first terminal memory system that records commands, arguments, logs, sessions, errors, bookmarks, and debug history into SQLite so work survives across machines, SSH ","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/wuisabel-gif/MemWhale","author":"wuisabel-gif","version":"1.0.0","tags":["mcp","real","rust","wuisabel-gif"],"source":{"type":"github","url":"https://github.com/wuisabel-gif/MemWhale","note":"Real MCP server. 36 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-memwhale.svg","page_url":"https://www.marketnow.site/s/real-memwhale"},{"id":"mn-real-apisqlmcp","name":"apisql-mcp","slug":"real-apisql-mcp","description":"一个 MCP Server 连接你的所有数据库，数据库 MCP Server 的瑞士军刀。One MCP Server for all your databases. The Swiss Army Knife of Database MCP Servers. ","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y apisql-mcp","author":"apisql-dev","version":"1.0.0","tags":["mcp","real","javascript","apisql-dev"],"source":{"type":"github","url":"https://github.com/apisql-dev/apisql-mcp","note":"Real MCP server. 36 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-apisql-mcp.svg","page_url":"https://www.marketnow.site/s/real-apisql-mcp"},{"id":"mn-real-codexagentmem","name":"codex-agent-mem","slug":"real-codex-agent-mem","description":"Local-first Model Context Protocol (MCP) memory layer for Codex CLI/Desktop, Claude Code, Gemini CLI, Qwen/DeepSeek/Ollama and agent workflows. SQLite + FTS5 compact context packs, token savings, read","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install codex-agent-mem","author":"MarceloCaporale","version":"1.0.0","tags":["mcp","real","python","marcelocaporale"],"source":{"type":"github","url":"https://github.com/MarceloCaporale/codex-agent-mem","note":"Real MCP server. 31 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-codex-agent-mem.svg","page_url":"https://www.marketnow.site/s/real-codex-agent-mem"},{"id":"mn-real-densemem","name":"dense-mem","slug":"real-dense-mem","description":"Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict detection, embeddings, recall, PostgreSQL, and Neo4j.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/markhuangai/dense-mem","author":"markhuangai","version":"1.0.0","tags":["mcp","real","go","markhuangai"],"source":{"type":"github","url":"https://github.com/markhuangai/dense-mem","note":"Real MCP server. 30 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-dense-mem.svg","page_url":"https://www.marketnow.site/s/real-dense-mem"},{"id":"mn-real-airqualitytrendsanal","name":"Air-Quality-Trends-Analysis-Project","slug":"real-air-quality-trends-analysis-project","description":"Full-stack air quality analytics platform built with FastAPI, React, and MySQL. Aggregates multi-source PM2.5/PM10 data, performs multi-city comparison and time-series forecasting (SARIMAX), and integ","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/dyneth02/Air-Quality-Trends-Analysis-Project","author":"dyneth02","version":"1.0.0","tags":["mcp","real","javascript","dyneth02"],"source":{"type":"github","url":"https://github.com/dyneth02/Air-Quality-Trends-Analysis-Project","note":"Real MCP server. 27 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-air-quality-trends-analysis-project.svg","page_url":"https://www.marketnow.site/s/real-air-quality-trends-analysis-project"},{"id":"mn-real-mcpagentmail","name":"mcp_agent_mail","slug":"real-mcp-agent-mail","description":"Asynchronous coordination layer for AI coding agents: identities, inboxes, searchable threads, and advisory file leases over FastMCP + Git + SQLite","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install mcp_agent_mail","author":"Dicklesworthstone","version":"1.0.0","tags":["mcp","real","python","dicklesworthstone"],"source":{"type":"github","url":"https://github.com/Dicklesworthstone/mcp_agent_mail","note":"Real MCP server. 2019 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-agent-mail.svg","page_url":"https://www.marketnow.site/s/real-mcp-agent-mail"},{"id":"mn-real-universaldbmcp","name":"universal-db-mcp","slug":"real-universal-db-mcp","description":"通用数据库 MCP 连接器：支持 MySQL、PostgreSQL、Oracle、MongoDB 等 17 种数据库，支持 Claude Desktop、Cursor、Windsurf、VS Code、ChatGPT 等 50+ 平台，用自然语言查询和分析数据","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y universal-db-mcp","author":"Anarkh-Lee","version":"1.0.0","tags":["mcp","real","typescript","anarkh-lee"],"source":{"type":"github","url":"https://github.com/Anarkh-Lee/universal-db-mcp","note":"Real MCP server. 864 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-universal-db-mcp.svg","page_url":"https://www.marketnow.site/s/real-universal-db-mcp"},{"id":"mn-real-applehealthmcp","name":"apple-health-mcp","slug":"real-apple-health-mcp","description":"MCP server for querying Apple Health data with natural language and SQL","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y apple-health-mcp","author":"neiltron","version":"1.0.0","tags":["mcp","real","typescript","neiltron"],"source":{"type":"github","url":"https://github.com/neiltron/apple-health-mcp","note":"Real MCP server. 553 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-apple-health-mcp.svg","page_url":"https://www.marketnow.site/s/real-apple-health-mcp"},{"id":"mn-real-pgedgepostgresmcp","name":"pgedge-postgres-mcp","slug":"real-pgedge-postgres-mcp","description":"pgEdge MCP Server.  A PostgreSQL MCP server with a Natural Language Agent CLI and Web UI.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/pgEdge/pgedge-postgres-mcp","author":"pgEdge","version":"1.0.0","tags":["mcp","real","go","pgedge"],"source":{"type":"github","url":"https://github.com/pgEdge/pgedge-postgres-mcp","note":"Real MCP server. 190 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-pgedge-postgres-mcp.svg","page_url":"https://www.marketnow.site/s/real-pgedge-postgres-mcp"},{"id":"mn-real-envkitreleases","name":"envkit-releases","slug":"real-envkit-releases","description":"EnvKit — free local development environment for Windows & macOS: nginx/Apache, multiple PHP versions, MySQL/MariaDB,   PostgreSQL, Redis, MongoDB, Mailpit, Node.js, trusted .test HTTPS, and a built-in","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/Env-Kit/envkit-releases","author":"Env-Kit","version":"1.0.0","tags":["mcp","real","shell","env-kit"],"source":{"type":"github","url":"https://github.com/Env-Kit/envkit-releases","note":"Real MCP server. 235 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-envkit-releases.svg","page_url":"https://www.marketnow.site/s/real-envkit-releases"},{"id":"mn-real-knowledgebaseserver","name":"knowledge-base-server","slug":"real-knowledge-base-server","description":"Make every AI agent you use smarter. Persistent memory with SQLite FTS5, MCP server, Obsidian sync, and self-learning intelligence pipeline.","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"npx -y knowledge-base-server","author":"willynikes2","version":"1.0.0","tags":["mcp","real","javascript","willynikes2"],"source":{"type":"github","url":"https://github.com/willynikes2/knowledge-base-server","note":"Real MCP server. 174 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-knowledge-base-server.svg","page_url":"https://www.marketnow.site/s/real-knowledge-base-server"},{"id":"mn-real-autoredteamorchestra","name":"AutoRedTeam-Orchestrator","slug":"real-autoredteam-orchestrator","description":"Enterprise AI Red Team Platform | 企业级AI红队平台 | 132 MCP Tools | Pure Python Engines | SDK+CLI+MCP | Auto-Download sqlmap/nuclei/ffuf | Production C2 | LLM Enhanced | Docker Sandbox | SARIF CI/CD | 1980 ","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install AutoRedTeam-Orchestrator","author":"Coff0xc","version":"1.0.0","tags":["mcp","real","python","coff0xc"],"source":{"type":"github","url":"https://github.com/Coff0xc/AutoRedTeam-Orchestrator","note":"Real MCP server. 255 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-autoredteam-orchestrator.svg","page_url":"https://www.marketnow.site/s/real-autoredteam-orchestrator"},{"id":"mn-real-mcpagentmailrust","name":"mcp_agent_mail_rust","slug":"real-mcp-agent-mail-rust","description":"Rust MCP server for multi-agent coordination: 34 tools, Git-backed archive, SQLite indexing, advisory file locks, and an interactive TUI console","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/Dicklesworthstone/mcp_agent_mail_rust","author":"Dicklesworthstone","version":"1.0.0","tags":["mcp","real","rust","dicklesworthstone"],"source":{"type":"github","url":"https://github.com/Dicklesworthstone/mcp_agent_mail_rust","note":"Real MCP server. 99 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mcp-agent-mail-rust.svg","page_url":"https://www.marketnow.site/s/real-mcp-agent-mail-rust"},{"id":"mn-real-sqlmapskynet","name":"sqlmap-skynet","slug":"real-sqlmap-skynet","description":"SQLMap with Autonomous AI, phased workflows, RAG memory, and MCP Agent Tools","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install sqlmap-skynet","author":"drcrypterdotru","version":"1.0.0","tags":["mcp","real","python","drcrypterdotru"],"source":{"type":"github","url":"https://github.com/drcrypterdotru/sqlmap-skynet","note":"Real MCP server. 92 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-sqlmap-skynet.svg","page_url":"https://www.marketnow.site/s/real-sqlmap-skynet"},{"id":"mn-real-aistack","name":"aistack","slug":"real-aistack","description":"Production-grade agent orchestration for Claude Code - 11 agents, 46 MCP tools, SQLite+FTS5, drift detection, consensus checkpoints","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/blackms/aistack","author":"blackms","version":"1.0.0","tags":["mcp","real","typescript","blackms"],"source":{"type":"github","url":"https://github.com/blackms/aistack","note":"Real MCP server. 51 stars."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-aistack.svg","page_url":"https://www.marketnow.site/s/real-aistack"},{"id":"mn-real-designcomysqlmcpserv","name":"mysql_mcp_server","slug":"real-mysql-mcp-server-2","description":"A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"red","install":"pip install mysql_mcp_server","author":"designcomputer","version":"1.0.0","tags":["mcp","real","python","designcomputer"],"source":{"type":"github","url":"https://github.com/designcomputer/mysql_mcp_server","note":"Real MCP server. 1325 stars. Language: Python."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-mysql-mcp-server-2.svg","page_url":"https://www.marketnow.site/s/real-mysql-mcp-server-2"},{"id":"mn-real-buddyai","name":"Buddy.ai","slug":"real-buddy-ai","description":"A full-stack agentic AI assistant powered by Google ADK, React, FastAPI, PostgreSQL, MCP, and RAG, enabling conversational task management, adaptive planning, financial insights, knowledge retrieval, ","category":"Developer Tools","price":0,"free":true,"sentinel_score":0,"review_status":"auto-scanned","risk_level":"yellow","install":"git clone https://github.com/mayankmittal29/Buddy.ai","author":"mayankmittal29","version":"1.0.0","tags":["mcp","real","typescript","mayankmittal29"],"source":{"type":"github","url":"https://github.com/mayankmittal29/Buddy.ai","note":"Real MCP server. 0 stars. Language: TypeScript."},"indexed_at":"2026-09-10","tier":"core","trust_score_100":40,"badge_url":"https://www.marketnow.site/api/badge/real-buddy-ai.svg","page_url":"https://www.marketnow.site/s/real-buddy-ai"}],"_links":{"self":"/api/skills?page=1&limit=100&q=sql","next":"/api/skills?page=2&limit=100&q=sql","prev":null}}