"Radar" matching MCP servers:

High-Speed Domain Keyword Matrix, TLD Coverage & RDAP Availability Radar MCP Server (Powered by insight.surf)

Open-source CLI + MCP server that asks real AI engines (ChatGPT, Claude, Gemini, Perplexity) real buyer questions and scores whether a brand or its products get recommended (AI visibility / GEO / AEO). Runs locally with your own API keys.

Enables LLM agents to query and analyze hh.ru job vacancies via full-text and semantic search, with tools for vacancy lookup, skill statistics, market overview, and candidate profile comparison.

Enables AI assistants to query and analyze fanqie novel rank data, including trend diffs, genre heat, hotwords, and a six-dimensional imitation-book scoring model for selecting books to model.

Provides MCP tools to search and retrieve open-source bounties, jobs, and challenges from a live feed.

Searches LinkedIn for job posts, filters out non-vacancies and out-of-market roles, and provides a local dashboard to triage and rate the remaining openings.

Enables local semantic scanning of thousands of Reddit posts to answer research questions, returning structured market intelligence with real Reddit evidence behind each claim.

Enables searching and managing job postings across multiple job boards through a unified MCP interface, with deduplication and persistent tracking of application statuses.

Analyzes codebases to produce structured quality health reports with risk-scored modules based on git churn, test coverage, and test-to-source mapping, acting as an MCP server for AI coding agents and a standalone CLI.

Enables users to run deterministic rule checks against their own metrics or HTTP/CSV sources and pull back a short decision brief: only the items that crossed a threshold, each with the number that tripped it and suggested next steps. Users can also record accept/reject/edit feedback so subsequent briefs reflect their own playbook, all without API keys or a live LLM.

Enables LLM agents to search jobs, retrieve individual job details, access statistics, and mark application statuses by querying a SQLite-backed job database.

Enables users to search and audit MCP servers by quality metrics such as installs, security, and activity, helping them find trustworthy servers and avoid ones with no installs.

Enables Claude to search and analyze product listings from multiple French marketplaces, evaluating price, delivery, and distance to a reference point to find the best value.

Enables querying and monitoring Brazilian Federal Council of Medicine resolutions on AI, telemedicine, and electronic medical records, with a local searchable copy and official document links.

Monitors PubMed and medRxiv for configurable research topics, summarizes papers using a local LLM, and stores deduplicated results in a local database.

MCP server for Kids Experience Radar, enabling users to search and retrieve local kids experience events and programs from verified official sources with location-based filtering and daily digest support.

Enables AI agents to search, rank, and explain job matches through a secure read-only interface that blocks prompt injections and unsafe content.

Enables users to research public websites, identify SEO problems, match them to agency services, and score opportunities with evidence.

A dependency-free MCP server that evaluates paid-work marketplaces using six deterministic signals, offering read-only tools to check, recommend, list, and evaluate venues for AI agents.

Aggregates AI/ML/data-engineering developments from free public sources into a ranked, deduplicated, categorized feed for Claude.