Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 2601 | Unranked | idea-reality-mcpmcp · database | Pre-build reality check for AI coding agents — searches 5 real databases (GitHub, Hacker News, npm, PyPI, Product Hunt) to check whether an idea… | No signals yet | No commit datelisted | No one-command install · Source |
| 2602 | Unranked | infraveil-guardmcp · database | A cooperative guardrail for AI agents that blocks destructive shell commands, SQL statements, or cloud operations until a human approves them… | No signals yet | No commit datelisted | No one-command install · Source |
| 2603 | Unranked | isdaniel-pgtunermcp · database | Analyzes and optimizes PostgreSQL database performance through AI-driven tuning recommendations. | No signals yet | No commit datelisted | No one-command install · Source |
| 2604 | Unranked | java-reviewersubagent · database | Expert Java code reviewer for Spring Boot and Quarkus projects. Automatically detects the framework and applies the appropriate review rules. Covers… | No signals yet | No commit datelisted | armory install java-reviewer --cli claude |
| 2605 | Unranked | jeju-humanities-tour-mcp-servermcp · database | Recommends humanities tour courses in Jeju based on region, theme, and duration, and provides details about tour spots using SQLite database queries. | No signals yet | No commit datelisted | No one-command install · Source |
| 2606 | Unranked | just-now-mcpmcp · database | Enables searching for creators using JSONB facet filters over PostgreSQL, with a prompt skill documenting valid creator attributes and filter… | No signals yet | No commit datelisted | No one-command install · Source |
| 2607 | Unranked | kb-gateway-2mcp · database | HTTP MCP gateway for a learning corpus that enables remote agents to perform semantic search, graph queries, and routing via Pinecone and Neo4j… | No signals yet | No commit datelisted | No one-command install · Source |
| 2608 | Unranked | kishornaik-todo-managermcp · database | Provides a secure, structured microservice for managing todo items with features like AES encryption, PostgreSQL persistence, and Redis caching for… | No signals yet | No commit datelisted | No one-command install · Source |
| 2609 | Unranked | kitsune-vulnerability-research-mcpmcp · database | This local MCP server keeps vulnerability intelligence, research scope, scanner results, evidence receipts, Bugcrowd VRT assessments, and report… | No signals yet | No commit datelisted | No one-command install · Source |
| 2610 | Unranked | koinar-biblical-aimcp · database | A retrieval-grounded Bible study assistant that uses verified databases to provide scripture citations, never generated by a model, with gated access… | No signals yet | No commit datelisted | No one-command install · Source |
| 2611 | Unranked | ks-local-mcpmcp · database | Enables searching and viewing 1.89 million entries of the Seungjeongwon Ilgi and 380,000 articles of the Annals of the Joseon Dynasty from a local… | No signals yet | No commit datelisted | No one-command install · Source |
| 2612 | Unranked | labrat-0-rxradarmcp · database | Semantic search across five US government healthcare databases including NPI providers, PubMed, FDA adverse events, ClinicalTrials.gov, and FDA drug… | No signals yet | No commit datelisted | No one-command install · Source |
| 2613 | Unranked | laravel-tddskill · database | Test-driven development for Laravel with PHPUnit and Pest, factories, database testing, fakes, and coverage targets. | No signals yet | No commit datelisted | armory install laravel-tdd --cli claude |
| 2614 | Unranked | lemonadomcp · database | Query business data in real time using SQL across tools, sheets, and databases | No signals yet | No commit datelisted | No one-command install · Source |
| 2615 | Unranked | linux-privilege-escalationskill · database | This skill should be used when the user asks to "escalate privileges on Linux", "find privesc vectors on Linux systems", "exploit sudo… | No signals yet | No commit datelisted | armory install linux-privilege-escalation --cli claude |
| 2616 | Unranked | llm-opsskill · database | LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA… | No signals yet | No commit datelisted | armory install llm-ops --cli claude |
| 2617 | Unranked | local-library-mcpmcp · database | Local MCP server that provides verified answers about Jimmer and internal libraries using a SQLite FTS5 knowledge base. | No signals yet | No commit datelisted | No one-command install · Source |
| 2618 | Unranked | long-contextskill · database | Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use when processing long documents… | No signals yet | No commit datelisted | armory install long-context --cli claude |
| 2619 | Unranked | lsd-so-lsd-sqlmcp · database | Enables Claude to query and extract structured data from websites through LSD SQL, a domain-specific language that connects to cloud browsers for web… | No signals yet | No commit datelisted | No one-command install · Source |
| 2620 | Unranked | mayanet-verifymcp · database | Stdio MCP that checks volunteers against Colombian public sources (Croma) and stores Pass/Alert/Fail reports in an isolated Neon schema, without… | No signals yet | No commit datelisted | No one-command install · Source |
| 2621 | Unranked | mcp-clickhouse-multidsmcp · database | Enables connecting to multiple ClickHouse instances via dynamic registration or YAML configuration, supporting SQL queries and data source management… | No signals yet | No commit datelisted | No one-command install · Source |
| 2622 | Unranked | mcp-demo-sqlite-weathermcp · database | Enables querying a local SQLite database and fetching live weather data through a single MCP server, allowing GPT-4o to perform cross-tool tasks like… | No signals yet | No commit datelisted | No one-command install · Source |
| 2623 | Unranked | mcp-discordmcp · database | Enables Discord integration through MCP, allowing server management, messaging, channel/role management, and automatic issue capture to PostgreSQL. | No signals yet | No commit datelisted | No one-command install · Source |
| 2624 | Unranked | mcp-helpdesk-servermcp · database | Enables AI assistants to manage helpdesk tickets by viewing open tickets and resolving them with resolution notes via a MySQL database. | No signals yet | No commit datelisted | No one-command install · Source |
| 2625 | Unranked | mcp-law-servermcp · database | MCP server for retrieving and verifying audit regulations, clauses, and audit items using vector and relational databases. | No signals yet | No commit datelisted | No one-command install · Source |
| 2626 | Unranked | mcp-local-mssql-servermcp · database | Exposes SQL Server stored procedures as tools for LLM clients (Claude Desktop, VS Code, Cursor, etc.) enabling direct database interaction through… | No signals yet | No commit datelisted | No one-command install · Source |
| 2627 | Unranked | mcp-mongodbmcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2628 | Unranked | mcp-mongodb-mysql-servermcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2629 | Unranked | mcp-mssqlmcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2630 | Unranked | mcp-mysqlmcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2631 | Unranked | mcp-mysql-2mcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2632 | Unranked | mcp-mysql-remotemcp · database | Remote read-only MCP server that exposes diagnostic SQL queries to EasyJur's MySQL for Claude.ai via HTTPS, secured with OAuth 2.1 and PKCE. | No signals yet | No commit datelisted | No one-command install · Source |
| 2633 | Unranked | mcp-mysql-server-enemyrrmcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2634 | Unranked | mcp-mysql-server-huangfeng19820712mcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2635 | Unranked | mcp-mysql-server-jamessmith888mcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2636 | Unranked | mcp-openai-sqlmcp · database | Query SQL DB via OpenAI. | No signals yet | No commit datelisted | No one-command install · Source |
| 2637 | Unranked | mcp-postgres-2mcp · database | A comprehensive PostgreSQL MCP server providing 27 tools for database management and administration, including connection management, query execution… | No signals yet | No commit datelisted | No one-command install · Source |
| 2638 | Unranked | mcp-postgres-full-accessmcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2639 | Unranked | mcp-project-searchmcp · database | A project search MCP server based on Milvus vector database, supporting semantic search, hybrid search, and exact scalar queries. | No signals yet | No commit datelisted | No one-command install · Source |
| 2640 | Unranked | mcp-redismcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2641 | Unranked | mcp-redis-cloudmcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2642 | Unranked | mcp-server-mysqlmcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2643 | Unranked | mcp-server-mysql-2mcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2644 | Unranked | mcp-server-neon-neondatabase-labsmcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2645 | Unranked | mcp-server-sqlite-npxmcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2646 | Unranked | mcp-sql-querymcp · database | An MCP server providing SQLite database access for AI agents, enabling SQL execution, schema inspection, CRUD operations, and data export. | No signals yet | No commit datelisted | No one-command install · Source |
| 2647 | Unranked | mcp-sqlite-bun-servermcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2648 | Unranked | mcp-sqlite-panasencomcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2649 | Unranked | mcp-sqlserver-connectormcp · database | MCP server that exposes SQL Server databases to Claude, allowing natural language queries with tools to list tables, describe schemas, and run… | No signals yet | No commit datelisted | No one-command install · Source |
| 2650 | Unranked | mcp-taiwan-legal-db-integratedmcp · database | Enables AI assistants to query Taiwan's legal databases including court judgments, regulations, constitutional interpretations, and engineering… | No signals yet | No commit datelisted | No one-command install · Source |
| 2651 | Unranked | mcpassure-anvisa-bulariomcp · database | Queries the ANVISA electronic medication database for drug registrations, package inserts, prescription schedules, and pharmaceutical presentations. | No signals yet | No commit datelisted | No one-command install · Source |
| 2652 | Unranked | mcpassure-tussmcp · database | Brazilian ANS health insurance procedure codes (TUSS): query procedures, medications, daily rates, and fees via local SQLite. | No signals yet | No commit datelisted | No one-command install · Source |
| 2653 | Unranked | memory-agents-mcpmcp · database | Unifies LAN agent memory (Postgres + pgvector + Ollama) with an Obsidian vault adapter, exposing tools for semantic recall, knowledge base… | No signals yet | No commit datelisted | No one-command install · Source |
| 2654 | Unranked | memory-mcp-redis-stack-backendmcp · database | A drop-in replacement for mcp-memory-duckdb with full concurrent access support using Redis Stack. Enables persistent knowledge graph storage with… | No signals yet | No commit datelisted | No one-command install · Source |
| 2655 | Unranked | memorycrystalmcp · database | Persistent cognitive memory layer that captures conversations, extracts knowledge into a vector-indexed graph, and injects relevant memories before… | No signals yet | No commit datelisted | No one-command install · Source |
| 2656 | Unranked | millermarru-contextflowmcp · database | Semantic code search and AI-powered Q&A over vectorized repositories. | No signals yet | No commit datelisted | No one-command install · Source |
| 2657 | Unranked | milvus-mcpmcp · database | MCP server for Milvus vector database enabling vector search, text search, and hybrid search operations. | No signals yet | No commit datelisted | No one-command install · Source |
| 2658 | Unranked | modelcontextprotocol-redismcp · database | Integrates Redis to enable set/get/delete/list operations on Redis instances | No signals yet | No commit datelisted | No one-command install · Source |
| 2659 | Unranked | modelcontextprotocol-server-postgresmcp · database | PostgreSQL database integration with schema inspection and query capabilities | No signals yet | No commit datelisted | No one-command install · Source |
| 2660 | Unranked | modelcontextprotocol-server-sqlitemcp · database | SQLite database operations with built-in analysis features | No signals yet | No commit datelisted | No one-command install · Source |
| 2661 | Unranked | mongodb-lensmcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2662 | Unranked | mongodb-officialmcp · database | Official MongoDB MCP Server by MongoDB. Connect to MongoDB databases and Atlas clusters for querying, aggregation, and collection management. | No signals yet | No commit datelisted | No one-command install · Source |
| 2663 | Unranked | mongodb-performance-advisorsubagent · database | Analyze MongoDB database performance, offer query and index optimization insights and provide actionable recommendations to improve overall usage of… | No signals yet | No commit datelisted | armory install mongodb-performance-advisor --cli claude |
| 2664 | Unranked | ms-sql-dbasubagent · database | Work with Microsoft SQL Server databases using the MS SQL extension. | No signals yet | No commit datelisted | armory install ms-sql-dba --cli claude |
| 2665 | Unranked | mssql-mcpmcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2666 | Unranked | mysqlmcp · database | Connect to MySQL databases for direct data access, queries, and database management within Claude Code workflows. | No signals yet | No commit datelisted | No one-command install · Source |
| 2667 | Unranked | mysql-mcp-server-lichuanrong7mcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2668 | Unranked | mysql-mcp-server-mineru98mcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2669 | Unranked | mysql-mcp-server-promcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2670 | Unranked | mysql-mcp-server-pro-wenb1n-devmcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2671 | Unranked | mysql-mcp-server-ssemcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2672 | Unranked | mysql-patternsskill · database | MySQL and MariaDB schema, query, indexing, transaction, replication, and connection-pool patterns for production backends. | No signals yet | No commit datelisted | armory install mysql-patterns --cli claude |
| 2673 | Unranked | mysqldb-mcp-servermcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2674 | Unranked | n8n-mcpmcp · database | Build and manage n8n workflows directly from Claude. Includes a pre-built database with all n8n node documentation for workflow automation. | No signals yet | No commit datelisted | No one-command install · Source |
| 2675 | Unranked | neon-auth-specialistsubagent · database | Neon Auth implementation specialist. Use PROACTIVELY for Stack Auth integration, user management setup, authentication flows, and security best… | No signals yet | No commit datelisted | armory install neon-auth-specialist --cli claude |
| 2676 | Unranked | neon-database-architectsubagent · database | Neon database architecture specialist. Use PROACTIVELY for database schema design, Drizzle ORM integration, query optimization, and serverless… | No signals yet | No commit datelisted | armory install neon-database-architect --cli claude |
| 2677 | Unranked | neon-database-contextrules · database | Neon database context statusline showing project name, active branch, compute state, and autoscaling CU range. Uses only Neon REST API (no SQL… | No signals yet | No commit datelisted | armory install neon-database-context --cli claude |
| 2678 | Unranked | neon-expertsubagent · database | General Neon Serverless Postgres consultant. Use PROACTIVELY for initial Neon setup, general database questions, and coordinating with specialized… | No signals yet | No commit datelisted | armory install neon-expert --cli claude |
| 2679 | Unranked | neon-instagresskill · database | Instantly provision production-ready Postgres databases with Neon Instagres. Use when setting up databases, when users mention PostgreSQL/Postgres… | No signals yet | No commit datelisted | armory install neon-instagres --cli claude |
| 2680 | Unranked | neon-migration-specialistsubagent · database | Safe Postgres migrations with zero-downtime using Neon's branching workflow. Test schema changes in isolated database branches, validate thoroughly… | No signals yet | No commit datelisted | armory install neon-migration-specialist --cli claude |
| 2681 | Unranked | neon-optimization-analyzersubagent · database | Identify and fix slow Postgres queries automatically using Neon's branching workflow. Analyzes execution plans, tests optimizations in isolated… | No signals yet | No commit datelisted | armory install neon-optimization-analyzer --cli claude |
| 2682 | Unranked | neon-postgresskill · database | Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless… | No signals yet | No commit datelisted | armory install neon-postgres --cli claude |
| 2683 | Unranked | nosql-expertskill · database | Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and… | No signals yet | No commit datelisted | armory install nosql-expert --cli claude |
| 2684 | Unranked | nosql-specialistsubagent · database | NoSQL database specialist for MongoDB, Redis, Cassandra, and document/key-value stores. Use PROACTIVELY for schema design, data modeling, performance… | No signals yet | No commit datelisted | armory install nosql-specialist --cli claude |
| 2685 | Unranked | nzkdevsaider-postgresql-findermcp · database | Integrates with PostgreSQL databases to enable natural language interactions for executing SQL queries, retrieving results, and performing data… | No signals yet | No commit datelisted | No one-command install · Source |
| 2686 | Unranked | obsidian-basesskill · database | Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like… | No signals yet | No commit datelisted | armory install obsidian-bases --cli claude |
| 2687 | Unranked | obsidian-semantic-mcpmcp · database | A persistent memory layer for Claude Desktop that enables semantic search and CRUD operations on your Obsidian vault using local embeddings and… | No signals yet | No commit datelisted | No one-command install · Source |
| 2688 | Unranked | oceanbase-mcpmcp · database | Read-only MCP gateway for OceanBase that enables secure inspection of OceanBase databases via MCP clients like OpenCode. | No signals yet | No commit datelisted | No one-command install · Source |
| 2689 | Unranked | octavious-quran-searchmcp · database | Provides a specialized Quran search interface that connects to a local SQLite database, allowing users to find and retrieve verses containing specific… | No signals yet | No commit datelisted | No one-command install · Source |
| 2690 | Unranked | omni-mcpmcp · database | Omni-mcp is a unified Model Context Protocol gateway combining the Behavioral Profiler BP v3 forensic analysis engine, Prisme engine, and dynamic… | No signals yet | No commit datelisted | No one-command install · Source |
| 2691 | Unranked | open-brain-mcpmcp · database | A self-hosted second brain MCP server that enables capturing thoughts with deduplication and semantic search using local embeddings and PostgreSQL… | No signals yet | No commit datelisted | No one-command install · Source |
| 2692 | Unranked | openalex-databaseskill · database | Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research… | No signals yet | No commit datelisted | armory install openalex-database --cli claude |
| 2693 | Unranked | openlink-mcp-server-for-odbcmcp · database | Enables LLMs to query ODBC-accessible databases via DSN, supporting SQL, SPARQL, and schema exploration. | No signals yet | No commit datelisted | No one-command install · Source |
| 2694 | Unranked | opentargets-databaseskill · database | Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs… | No signals yet | No commit datelisted | armory install opentargets-database --cli claude |
| 2695 | Unranked | optimize-database-performanceworkflow · database | Optimize database queries, indexing, and performance for improved response times and scalability | No signals yet | No commit datelisted | armory install optimize-database-performance --cli claude |
| 2696 | Unranked | pdb-databaseskill · database | Access RCSB PDB for 3D protein/nucleic acid structures. Search by text/sequence/structure, download coordinates (PDB/mmCIF), retrieve metadata, for… | No signals yet | No commit datelisted | armory install pdb-database --cli claude |
| 2697 | Unranked | performance-engineersubagent · database | Use this agent when you need to identify and eliminate performance bottlenecks in applications, databases, or infrastructure systems, and when… | No signals yet | No commit datelisted | armory install performance-engineer --cli claude |
| 2698 | Unranked | perl-securityskill · database | Comprehensive Perl security covering taint mode, input validation, safe process execution, DBI parameterized queries, web security (XSS/SQLi/CSRF)… | No signals yet | No commit datelisted | armory install perl-security --cli claude |
| 2699 | Unranked | pete0-xyz-notionmcp · database | Integrates with Notion to enable database and page operations, content management, and collaborative workflows. | No signals yet | No commit datelisted | No one-command install · Source |
| 2700 | Unranked | pg-healthmcp · database | Archived MCP server for PostgreSQL health monitoring; functionality merged into pg-dash. | No signals yet | No commit datelisted | No one-command install · Source |
Score colour shows how many signals stand behind it, never how good it is: amber, three or more; dimmer amber, two; grey, one. The Evidence column names them.
Stars, forks and last commit are as GitHub reported them when Armory last read each repository: for most, or later. A repository may have changed since.