Leaderboard
Scored on public signals; components with none are listed as Unranked · Formula
Component
Domain
Vertical
| Rank | Score | Component | Description | Evidence | Last commit | Install |
|---|---|---|---|---|---|---|
| 401 | Unranked | mcp-sac-toolsmcp · back-end | MCP server for SAP Analytics Cloud, enabling AI assistants to interact with SAC stories, models, data, users, and audit logs via the SAC REST API. | No signals yet | No commit datelisted | No one-command install · Source |
| 402 | Unranked | mcp-server-bigquerymcp · back-end | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 403 | Unranked | mcp-server-snowflakemcp · back-end | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 404 | Unranked | mcp-snowflake-servermcp · back-end | Listed on mcp.so; Armory has only its name so far. | No signals yet | No commit datelisted | No one-command install · Source |
| 405 | Unranked | nexgendata-sportsmcp · back-end | Retrieve sports scores, statistics, and analytics through Apify's web scraping infrastructure. | No signals yet | No commit datelisted | No one-command install · Source |
| 406 | Unranked | opendatalab-mineru-ecosystemmcp · back-end | Official MinerU document parsing MCP ([mineru-open-mcp](https://pypi.org/project/mineru-open-mcp/) on PyPI). Converts PDFs, doc/docx/ppt/pptx, images… | No signals yet | No commit datelisted | No one-command install · Source |
| 407 | Unranked | portfolio-data-analytics-mcp-servermcp · back-end | Enables AI assistants to load CSV datasets, compute summary statistics, filter rows, rank columns, and compute correlations through the Model Context… | No signals yet | No commit datelisted | No one-command install · Source |
| 408 | Unranked | rustici-mcp-servermcp · back-end | MCP server for interacting with Rustici LRS via xAPI, enabling statement retrieval, analytics, and aggregation operations. | No signals yet | No commit datelisted | No one-command install · Source |
| 409 | Unranked | sap-datasphere-mcpmcp · back-end | MCP server for SAP Datasphere that enables AI assistants to perform data discovery, metadata exploration, analytics queries, ETL data extraction… | No signals yet | No commit datelisted | No one-command install · Source |
| 410 | Unranked | segment-cdpskill · back-end | Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution… | No signals yet | No commit datelisted | armory install segment-cdp --cli claude |
| 411 | Unranked | softvoyagers-linkshrink-apimcp · back-end | Free privacy-first URL shortener API with analytics and link management. No API key required. | No signals yet | No commit datelisted | No one-command install · Source |
| 412 | Unranked | solapur-software-developers-mcp-servermcp · back-end | Enables AI agents to query a verified directory of software developers in Solapur, India, including developer profiles, skills, scores, and rankings… | No signals yet | No commit datelisted | No one-command install · Source |
| 413 | Unranked | swapcard-mcp-servermcp · back-end | Enables interaction with the Swapcard event platform API, providing tools to manage events, people, sessions, exhibitors, documents, custom fields… | No signals yet | No commit datelisted | No one-command install · Source |
| 414 | Unranked | thinair-datamcp · back-end | Provides data access and analytics through ThinAir's authenticated MCP endpoint. | No signals yet | No commit datelisted | No one-command install · Source |
| 415 | Unranked | xlsx-officialskill · back-end | Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an… | No signals yet | No commit datelisted | armory install xlsx-official --cli claude |
| 416 | Unranked | zoho-analytics-mcp-servermcp · back-end | Enables AI agents to create and edit Zoho Analytics chart reports, run SQL queries, and browse workspaces and views using natural language. | 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.