Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 2501 | Unranked | albermm-catholic-greatnessmcp · database | Catholic formation tools including spiritual direction, saints database, scripture, and semantic search. | No signals yet | No commit datelisted | No one-command install · Source |
| 2502 | Unranked | alejandrosaenz117-osv-scannermcp · database | Dependency vulnerability scanning with reachability triage using Google's OSV database across npm, pip, Go, and other ecosystems. | No signals yet | No commit datelisted | No one-command install · Source |
| 2503 | Unranked | alibabacloud-adb-mysql-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 |
| 2504 | Unranked | arcana-mcpmcp · database | Semantic vector DB as an MCP server for Claude Code — SQLite + FTS5 + local ONNX embeddings. Gives Claude persistent, searchable project knowledge… | No signals yet | No commit datelisted | No one-command install · Source |
| 2505 | Unranked | astandrik-local-ydbmcp · database | MCP tools for managing local-ydb database deployments via local process or SSH-backed connections. | No signals yet | No commit datelisted | No one-command install · Source |
| 2506 | Unranked | atracker-mcp-servermcp · database | Syncs ATracker time tracking data to a local SQLite database and provides MCP tools for querying tasks, entries, tags, and exporting data. | No signals yet | No commit datelisted | No one-command install · Source |
| 2507 | Unranked | aurelia-mcp-servermcp · database | Enables MCP clients to read Obsidian vault content and interact with agents, goals, runs, and projects stored in a SQLite database. | No signals yet | No commit datelisted | No one-command install · Source |
| 2508 | Unranked | aws-ow-pgvector-mcpmcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2509 | Unranked | baptiste-mnh-bigrackmcp · database | Local-first project management server with task decomposition, dependency tracking, and vector-based context storage using SQLite and embeddings | No signals yet | No commit datelisted | No one-command install · Source |
| 2510 | Unranked | beatandraise-sec-filingsmcp · database | Provides direct access to SEC filings database since 1995, enabling natural language queries, financial analysis, and structured data extraction from… | No signals yet | No commit datelisted | No one-command install · Source |
| 2511 | Unranked | blackkhawkk-sast-sca-sbom-security-analyzermcp · database | Provides enterprise-grade security analysis through SAST, SCA, SBOM generation, and vulnerability scanning with Snyk integration, enabling automated… | No signals yet | No commit datelisted | No one-command install · Source |
| 2512 | Unranked | boltstore-mcpmcp · database | MCP server for Boltstore — exposes SQLite database operations as MCP tools for AI agents. | No signals yet | No commit datelisted | No one-command install · Source |
| 2513 | Unranked | braintrustmcp · database | Connects to Braintrust's evals platform to search docs, query experiments and production logs with SQL, summarize evaluations, infer dataset schemas… | No signals yet | No commit datelisted | No one-command install · Source |
| 2514 | Unranked | brick-directorymcp · database | Comprehensive LEGO database for sets, minifigures, parts, and market pricing | No signals yet | No commit datelisted | No one-command install · Source |
| 2515 | Unranked | bsn-inventory-mcpmcp · database | Enables identification of BSN SKU/material and real-time inventory availability through natural language queries and vector search. | No signals yet | No commit datelisted | No one-command install · Source |
| 2516 | Unranked | canon-mcpmcp · database | Serves as the serving layer for Canon governed context repositories, enabling AI agents to query domain knowledge through DAX and SQL queries with… | No signals yet | No commit datelisted | No one-command install · Source |
| 2517 | Unranked | capix-router-mcpmcp · database | Open-source routing layer that splits compute jobs and inference prompts across resources using Gemini, with MongoDB-backed route books and priced… | No signals yet | No commit datelisted | No one-command install · Source |
| 2518 | Unranked | cartisien-engram-mcpmcp · database | Persistent semantic memory for AI agents. SQLite-backed, local-first, zero config. Semantic search via Ollama embeddings (nomic-embed-text) with… | No signals yet | No commit datelisted | No one-command install · Source |
| 2519 | Unranked | chrleon-statistics-norwaymcp · database | Provides direct access to Statistics Norway's (SSB) public statistical database for browsing, searching, and querying over 6,000 tables covering… | No signals yet | No commit datelisted | No one-command install · Source |
| 2520 | Unranked | claude-docs-mcpmcp · database | A local MCP server providing read-only search and retrieval over the Claude documentation corpus via SQLite FTS5, with tools for searching, fetching… | No signals yet | No commit datelisted | No one-command install · Source |
| 2521 | Unranked | clickhouse-mcpmcp · database | Enables SQL query execution on ClickHouse databases with per-request connection switching via HTTP headers, supporting multi-tenant deployments. | No signals yet | No commit datelisted | No one-command install · Source |
| 2522 | Unranked | cockroachdbmcp · database | Provides natural language access to CockroachDB clusters through cluster monitoring for health checks and performance analysis, database operations… | No signals yet | No commit datelisted | No one-command install · Source |
| 2523 | Unranked | confdbmcp · database | MCP server that provides read-only access to 1C:Enterprise configuration metadata extracted into SQLite, enabling LLMs to inspect objects, modules… | No signals yet | No commit datelisted | No one-command install · Source |
| 2524 | Unranked | context-zero-enginemcp · database | A local code-intelligence engine for AI agents that indexes repositories into a PostgreSQL-backed code graph and serves structured, token-budgeted… | No signals yet | No commit datelisted | No one-command install · Source |
| 2525 | Unranked | cql-mcpmcp · database | Enables interaction with Cassandra/Scylla databases via CQL, supporting read-only and unrestricted read/write operations through MCP tools. | No signals yet | No commit datelisted | No one-command install · Source |
| 2526 | Unranked | cursor-conversationsmcp · database | Provides direct access to Cursor's local conversation database for analyzing coding patterns, extracting personalized development insights, and… | No signals yet | No commit datelisted | No one-command install · Source |
| 2527 | Unranked | datrismcp · database | AI agent-native data platform for ingesting, validating, transforming, querying, and searching data across PostgreSQL, MongoDB, and vector databases. | No signals yet | No commit datelisted | No one-command install · Source |
| 2528 | Unranked | db-connectormcp · database | Enables AI assistants to query business databases directly via natural language, with enforced read-only access and secure query limits. Supports… | No signals yet | No commit datelisted | No one-command install · Source |
| 2529 | Unranked | db-query-guardmcp · database | Governed database query review with SQL simulation, approval workflows, and audit trails. | No signals yet | No commit datelisted | No one-command install · Source |
| 2530 | Unranked | dbhubmcp · database | Zero-dependency, token-efficient database MCP server supporting PostgreSQL, MySQL, MariaDB, SQL Server, and SQLite connections. | No signals yet | No commit datelisted | No one-command install · Source |
| 2531 | Unranked | dotmcp · database | Get insights and visualizations from data in your databases, data warehouses or semantic layers. | No signals yet | No commit datelisted | No one-command install · Source |
| 2532 | Unranked | duckdb-analytics-mcpmcp · database | Provides read-only SQL analytics on local CSV, Parquet, and JSON datasets using DuckDB, with pagination, security guardrails, and health monitoring. | No signals yet | No commit datelisted | No one-command install · Source |
| 2533 | Unranked | duckpond-mcp-servermcp · database | MCP server for multi-tenant DuckDB management with R2/S3 cloud storage, enabling AI agents to manage per-user databases with automatic cloud… | No signals yet | No commit datelisted | No one-command install · Source |
| 2534 | Unranked | dxtra-radiomcp · database | Radio frequency database covering FM, AM, shortwave, TV, ham radio, weather, and emergency alerts across 15+ countries. | No signals yet | No commit datelisted | No one-command install · Source |
| 2535 | Unranked | elkalowkey885-gemini-embeddingmcp · database | Turns local files into searchable knowledge bases using Gemini embeddings and ChromaDB for semantic search. | No signals yet | No commit datelisted | No one-command install · Source |
| 2536 | Unranked | erikdarlingdata-sql-server-performance-monitormcp · database | SQL Server performance monitoring with DuckDB storage and natural language queries for CPU, wait stats, blocking, query performance, memory, and I/O. | No signals yet | No commit datelisted | No one-command install · Source |
| 2537 | Unranked | eurorackrefmcp · database | Searchable Eurorack modular synthesizer module database for looking up specifications and patch documentation. | No signals yet | No commit datelisted | No one-command install · Source |
| 2538 | Unranked | exoquerymcp · database | Compile-time SQL library for Kotlin with documentation, validation, and execution tools | No signals yet | No commit datelisted | No one-command install · Source |
| 2539 | Unranked | f4ww4z-mysqlmcp · database | Enables secure interaction with MySQL databases for executing queries, listing tables, and describing structures through automatic connection… | No signals yet | No commit datelisted | No one-command install · Source |
| 2540 | Unranked | flashcard-mcpmcp · database | A lightweight MCP server that adds spaced-repetition flashcards (SM-2) to AI assistants, storing data locally in SQLite and enabling card creation… | No signals yet | No commit datelisted | No one-command install · Source |
| 2541 | Unranked | focus-mcp-sqlmcp · database | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 2542 | Unranked | foldseek-mcpmcp · database | Enables protein structure and sequence searches using FoldSeek, with support for multiple databases, automatic model downloads, and structured job… | No signals yet | No commit datelisted | No one-command install · Source |
| 2543 | Unranked | garmin-training-mcpmcp · database | Connects Claude to Garmin Connect to view fitness data and create adaptive training plans for running, swimming, cycling, and strength. Supports both… | No signals yet | No commit datelisted | No one-command install · Source |
| 2544 | Unranked | generic-sql-mcp-servermcp · database | A configurable, database-agnostic MCP server that enables LLMs to safely interact with SQL databases through read-only operations and schema… | No signals yet | No commit datelisted | No one-command install · Source |
| 2545 | Unranked | gh-martc03-business-entitymcp · database | Provides access to SEC company search and SBA resources from US government databases. | No signals yet | No commit datelisted | No one-command install · Source |
| 2546 | Unranked | gibsonaimcp · database | Allows interaction with GibsonAI cloud databases. | No signals yet | No commit datelisted | No one-command install · Source |
| 2547 | Unranked | gluip-chart-canvasmcp · database | Create interactive visualizations and query data sources (SQLite, CSV, Parquet, JSON) | No signals yet | No commit datelisted | No one-command install · Source |
| 2548 | Unranked | go-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 |
| 2549 | Unranked | google-bigtablemcp · database | Google Bigtable MCP server for AI-assisted management of petabyte-scale NoSQL wide-column databases. | No signals yet | No commit datelisted | No one-command install · Source |
| 2550 | Unranked | google-cloud-sql-adminmcp · database | Google Cloud SQL Admin MCP server for AI-assisted management of Cloud SQL database instances. | No signals yet | No commit datelisted | No one-command install · Source |
| 2551 | Unranked | hatchablemcp · database | Builds, deploys, and hosts full-stack web apps from any AI agent with managed database, auth, and storage. | No signals yet | No commit datelisted | No one-command install · Source |
| 2552 | Unranked | health-vaultmcp · database | Self-hosted MCP server that syncs Xiaomi fitness data to SQLite and provides authenticated tools to query health metrics (steps, sleep, HR, etc.) for… | No signals yet | No commit datelisted | No one-command install · Source |
| 2553 | Unranked | hickey-mcpmcp · database | Personal MCP server for Snowflake and Tableau integration, enabling SQL queries and database/table listing as well as Tableau workbook, view… | No signals yet | No commit datelisted | No one-command install · Source |
| 2554 | Unranked | hironow-local-linearmcp · database | Local issue tracking system with SQLite database providing Linear-compatible project management including issues, teams, milestones, and full-text… | No signals yet | No commit datelisted | No one-command install · Source |
| 2555 | Unranked | hormozi-mentor-agentmcp · database | Answers queries based on Alex Hormozi's YouTube content using local RAG with SQLite and vector embeddings. | No signals yet | No commit datelisted | No one-command install · Source |
| 2556 | Unranked | hostwares-mcpmcp · database | Enables deploying sites, managing databases, and troubleshooting deployments on Hostwares from AI assistants. | No signals yet | No commit datelisted | No one-command install · Source |
| 2557 | 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 |
| 2558 | 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 |
| 2559 | 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 |
| 2560 | 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 |
| 2561 | 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 |
| 2562 | 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 |
| 2563 | 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 |
| 2564 | 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 |
| 2565 | 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 |
| 2566 | 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 |
| 2567 | 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 |
| 2568 | 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 |
| 2569 | 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 |
| 2570 | 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 |
| 2571 | 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 |
| 2572 | 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 |
| 2573 | 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 |
| 2574 | 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 |
| 2575 | 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 |
| 2576 | 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 |
| 2577 | 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 |
| 2578 | 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 |
| 2579 | 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 |
| 2580 | 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 |
| 2581 | 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 |
| 2582 | 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 |
| 2583 | 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 |
| 2584 | 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 |
| 2585 | 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 |
| 2586 | 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 |
| 2587 | Unranked | mcp-openai-sqlmcp · database | Query SQL DB via OpenAI. | No signals yet | No commit datelisted | No one-command install · Source |
| 2588 | 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 |
| 2589 | 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 |
| 2590 | 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 |
| 2591 | 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 |
| 2592 | 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 |
| 2593 | 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 |
| 2594 | 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 |
| 2595 | 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 |
| 2596 | 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 |
| 2597 | 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 |
| 2598 | 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 |
| 2599 | 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 |
| 2600 | 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 |
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.