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 | 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 |
| 2602 | 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 |
| 2603 | 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 |
| 2604 | 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 |
| 2605 | 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 |
| 2606 | 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 |
| 2607 | 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 |
| 2608 | 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 |
| 2609 | 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 |
| 2610 | 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 |
| 2611 | Unranked | modelcontextprotocol-server-sqlitemcp · database | SQLite database operations with built-in analysis features | No signals yet | No commit datelisted | No one-command install · Source |
| 2612 | 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 |
| 2613 | 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 |
| 2614 | 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 |
| 2615 | 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 |
| 2616 | 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 |
| 2617 | 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 |
| 2618 | 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 |
| 2619 | 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 |
| 2620 | 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 |
| 2621 | 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 |
| 2622 | 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 |
| 2623 | 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 |
| 2624 | 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 |
| 2625 | 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 |
| 2626 | 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 |
| 2627 | 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 |
| 2628 | 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 |
| 2629 | 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 |
| 2630 | 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 |
| 2631 | 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 |
| 2632 | Unranked | planetscalemcp · database | PlanetScale integration that provides access to database organizations, schemas, branches, and performance insights with intelligent query execution… | No signals yet | No commit datelisted | No one-command install · Source |
| 2633 | Unranked | polarmemmcp · database | A local-first memory engine for AI agents that stores embeddings in polar-quantized form in a single SQLite file, enabling private, compact, and… | No signals yet | No commit datelisted | No one-command install · Source |
| 2634 | Unranked | postgresmcp · 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 | postgres-documentationmcp · database | PostgreSQL documentation and skills for writing better Postgres code | No signals yet | No commit datelisted | No one-command install · Source |
| 2636 | Unranked | postgres-mcp-full-accessmcp · database | Enables AI agents to execute any SQL command (including DDL/DML) on a PostgreSQL database with zero restrictions, allowing full database control and… | No signals yet | No commit datelisted | No one-command install · Source |
| 2637 | Unranked | postgres-mcp-legacymcp · database | Deprecated Python-based PostgreSQL MCP server. Users should migrate to the new TypeScript version with enhanced features. | No signals yet | No commit datelisted | No one-command install · Source |
| 2638 | Unranked | postgres-mcp-promcp · database | A Postgres MCP server with index tuning, explain plans, health checks, and safe SQL execution. | No signals yet | No commit datelisted | No one-command install · Source |
| 2639 | Unranked | power-db-mcpmcp · database | A multi-database MCP tool that enables LLM agents to securely query and write to databases via local stdio, supporting MySQL, Oracle, PostgreSQL, DM… | No signals yet | No commit datelisted | No one-command install · Source |
| 2640 | Unranked | prisma-postgresmcp · database | Integrates with Prisma Postgres databases for schema migrations, database creation, backup management, connection string handling, SQL query… | No signals yet | No commit datelisted | No one-command install · Source |
| 2641 | Unranked | ragdocs-mcp-servermcp · database | Enables semantic search and management of documentation through vector similarity using Qdrant and Ollama/OpenAI embeddings. | No signals yet | No commit datelisted | No one-command install · Source |
| 2642 | Unranked | robin-deruyck-ordali-memorymcp · database | SQLite-backed project memory and governance trace store for MCP-enabled AI workflows. | No signals yet | No commit datelisted | No one-command install · Source |
| 2643 | Unranked | school-finance-mcpmcp · database | MCP server for SchoolFinance, a single-user school finance app, exposing tools and resources for managing students, classes, payments… | No signals yet | No commit datelisted | No one-command install · Source |
| 2644 | Unranked | sealca-sql-guardmcp · database | SQL safety layer that classifies queries and requires confirmation for mutations. | No signals yet | No commit datelisted | No one-command install · Source |
| 2645 | Unranked | selfhosted-supabase-mcpmcp · 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 | semoss-dev-mcpmcp · database | Provides focused, topic-scoped search tools for SEMOSS developer documentation, backed by a vector engine. Also includes a web portal for browsing the… | No signals yet | No commit datelisted | No one-command install · Source |
| 2647 | Unranked | shebanq-mcpmcp · database | Enables users to ask plain-language linguistic questions about the Hebrew Bible and receive the corresponding MQL query and results from the BHSA… | No signals yet | No commit datelisted | No one-command install · Source |
| 2648 | Unranked | sparkvibe-memorymeshmcp · database | Persistent zero-dependency AI memory using SQLite with local-first, cross-tool portability. | No signals yet | No commit datelisted | No one-command install · Source |
| 2649 | Unranked | spencerpauly-querybearmcp · database | MCP server for safe AI access to production databases with SQL AST parsing, table allowlisting, column filtering, and row limits. | No signals yet | No commit datelisted | No one-command install · Source |
| 2650 | Unranked | sqli-detectormcp · database | Enables AI-assisted security assessments by scanning URLs for SQL injection vulnerabilities using error-based, boolean-based, and time-based detection… | No signals yet | No commit datelisted | No one-command install · Source |
| 2651 | Unranked | sqlite-explorer-fastmcp-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 |
| 2652 | Unranked | sqlite-literature-management-fastmcp-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 |
| 2653 | Unranked | squatch-harbor-mcpmcp · database | A local MCP server that indexes and searches your past Claude sessions using SQLite FTS5. No cloud, runs entirely on your machine. | No signals yet | No commit datelisted | No one-command install · Source |
| 2654 | Unranked | srclightmcp · database | Deep code indexing for AI agents using SQLite FTS5, tree-sitter parsing, and embeddings. | No signals yet | No commit datelisted | No one-command install · Source |
| 2655 | Unranked | supabase-lite-mcp-servermcp · database | A lightweight MCP server that provides 8 essential Supabase database management commands with minimal token usage, enabling efficient database… | No signals yet | No commit datelisted | No one-command install · Source |
| 2656 | Unranked | supabase-mcp-coleam00mcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2657 | Unranked | supabase-postgrestmcp · database | Connects to Supabase projects using PostgREST, or standalone PostgREST servers, enabling natural language querying and management of PostgreSQL data. | No signals yet | No commit datelisted | No one-command install · Source |
| 2658 | Unranked | support-tickets-mcp-servermcp · database | Enables asking questions in plain English about 61,765 customer-support tickets, returning exact answers computed via SQL queries over DuckDB. | No signals yet | No commit datelisted | No one-command install · Source |
| 2659 | Unranked | syumai-idgenmcp · database | Provides four distinct ID generation tools (UUID, XID, ULID, and shortuuid) for creating unique identifiers in database entries, tracking systems, or… | No signals yet | No commit datelisted | No one-command install · Source |
| 2660 | Unranked | tai-dynamic-postgres-mcpmcp · database | Generates FastMCP tools for PostgreSQL DML operations (insert, select, update, delete) per table based on schema introspection, with Pydantic models… | No signals yet | No commit datelisted | No one-command install · Source |
| 2661 | Unranked | test-emp-database-mcp-2mcp · database | An employee-analytics MCP server backed by SQLite that provides hand-written SQL queries for common analytics tasks like salary ranking and department… | No signals yet | No commit datelisted | No one-command install · Source |
| 2662 | Unranked | thinkingdata-mcpmcp · database | Enables AI to interact with ThinkingData analytics through a read-only MCP service, supporting event/property queries, event analysis, retention… | No signals yet | No commit datelisted | No one-command install · Source |
| 2663 | Unranked | tn-trustee-mcpmcp · database | Read-only MCP server for public Tennessee property-tax information, with SQLite caching and support for Cheatham and Stewart counties. | No signals yet | No commit datelisted | No one-command install · Source |
| 2664 | Unranked | topoteretes-cognee-mcpmcp · database | AI-friendly database and knowledge-management capabilities via various database schemes. | No signals yet | No commit datelisted | No one-command install · Source |
| 2665 | Unranked | universalbenchmcp · database | Cloud workbench for executing Python and bash code, performing web searches, and integrating with Supabase, WordPress, GitHub, and LLMs through a… | No signals yet | No commit datelisted | No one-command install · Source |
| 2666 | Unranked | user-story-context-mcp-servermcp · database | Enables MCP-capable agents to retrieve relevant slices of a user-story knowledge graph (stored in Supabase + pgvector) using three retrieval verbs… | No signals yet | No commit datelisted | No one-command install · Source |
| 2667 | Unranked | vectorcodemcp · 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 | vectorizemcp · 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 | versedbmcp · database | Comic book database for searching comics, creators, characters, and managing collections. | No signals yet | No commit datelisted | No one-command install · Source |
| 2670 | Unranked | vidsightmcp · database | Enables AI agents to query local video timelines by extracting speech, frame captions, and on-screen text into a SQLite store, exposing search and… | No signals yet | No commit datelisted | No one-command install · Source |
| 2671 | Unranked | volsier-memforgemcp · database | Team engineering memory for AI coding assistants with 47 MCP tools and pgvector semantic search. | No signals yet | No commit datelisted | No one-command install · Source |
| 2672 | Unranked | watashi-dbmcp · database | Provides a local, persistent context database for AI tools via MCP, enabling them to recall user preferences, decisions, and experiences across… | No signals yet | No commit datelisted | No one-command install · Source |
| 2673 | Unranked | waystation-postgresmcp · database | Connect to PostgreSQL databases to query data and schemas | No signals yet | No commit datelisted | No one-command install · Source |
| 2674 | Unranked | wealthi-coach-mcp-servermcp · database | Read-only MCP server providing Wealthi's AI Coach with scoped access to student progress data from Firestore and Supabase, enabling AI to retrieve… | No signals yet | No commit datelisted | No one-command install · Source |
| 2675 | Unranked | wenerme-wener-mssql-mcpmcp · database | MSSQL database integration with schema inspection and query capabilities | No signals yet | No commit datelisted | No one-command install · Source |
| 2676 | Unranked | wherobotsmcp · database | Generate and run high-performance spatial SQL queries on open and private geospatial data at cloud scale. | 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.