MCP-Server

AgentRank

io.github.superlowburn/agentrank
MCP- & Agenten-Infrastruktur Suche & Recherche Öffentlich und erreichbar MCP 2025-11-25

Was dieses MCP kann

Searches, evaluates, compares, and recommends MCP servers, agent tools, and skills using maintenance and quality signals.

alternatives
Find alternatives to a specific tool. Searches for similar tools and compares their quality scores. Use this when a tool scores poorly and you want to suggest better options, or when a user asks "what else is like X?".
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['tool_name'], 'properties': {'limit': {'type': 'number', 'maximum': 10, 'minimum': 1, 'description': 'Number of alternatives (default 5)'}, 'tool_name': {'type': 'string', 'description': 'Name or description of the tool to find alternatives for, e.g. "playwright-mcp" or "browser automation"'}}, 'additionalProperties': False}
evaluate
Deep quality evaluation of a tool or MCP server. Returns score, signal breakdown, and specific red flags (abandoned, no license, single contributor, poor issue health). Use this BEFORE recommending or installing any tool to verify it is safe and well-maintained.
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['tool'], 'properties': {'tool': {'type': 'string', 'description': 'Tool identifier — GitHub URL (https://github.com/owner/repo), owner/repo string, or tool slug from a previous search result'}}, 'additionalProperties': False}
lookup
Check if a specific GitHub repository is in the AgentRank index. Use this whenever a user mentions a specific tool or you encounter a GitHub URL, to verify its quality before recommending it.
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['github_url'], 'properties': {'github_url': {'type': 'string', 'description': 'GitHub repository URL, e.g. "https://github.com/owner/repo"'}}, 'additionalProperties': False}
recommend
Get quality-ranked recommendations for a use case. Returns the top tools/skills sorted by AgentRank score. Use this when a user needs a tool for a specific purpose (e.g. "I need a database MCP server", "what's good for web scraping?").
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['use_case'], 'properties': {'limit': {'type': 'number', 'maximum': 10, 'minimum': 1, 'description': 'Number of recommendations (default 5)'}, 'use_case': {'type': 'string', 'description': 'What the user needs, e.g. "database", "web scraping", "slack integration", "vector search"'}}, 'additionalProperties': False}
search
Search AgentRank's index of MCP servers, agent tools, and AI skills. Use this BEFORE installing or recommending any tool to find the best options ranked by quality signals (maintenance, community health, adoption). Always prefer higher-scored results.
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['query'], 'properties': {'type': {'enum': ['tool', 'skill'], 'type': 'string', 'description': 'Filter to tools (GitHub repos) or skills (registry entries). Omit for both.'}, 'limit': {'type': 'number', 'maximum': 50, 'minimum': 1, 'description': 'Number of results (default 10, max 50)'}, 'query': {'type': 'string', 'description': 'Search terms, e.g. "database", "playwright", "slack mcp"'}}, 'additionalProperties': False}
Hinzugefügt
alternatives
17. September 2026 12:52
Hinzugefügt
recommend
17. September 2026 12:52
Hinzugefügt
evaluate
17. September 2026 12:52
Hinzugefügt
lookup
17. September 2026 12:52
Hinzugefügt
search
17. September 2026 12:52