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Developer Tools MCP Server

by dev.workers.steve-corbeil.nexgendata-mcp-proxy
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Server Details

MCP server providing developer tools data including npm packages, Stack Overflow Q&A, GitHub trending repos, and code snippets for AI agents.

The last two health checks of this connector failed. If this server requires authentication, missing or expired test credentials may be the cause. A test profile lets Glama authenticate for health checks and discover tools; it is separate from your personal connections.

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Status
Unhealthy
Uptime
63.9% over 62 days
Last Tested
Transport
Streamable HTTP
URL

TDQS

A4.4/5.0

Scored across 7 tools

Disambiguation4/5

Each tool targets a distinct resource/action, but the two academic search tools (search_arxiv vs search_google_scholar) overlap conceptually and could confuse an agent choosing between them. get_github_repo vs search_github are also related, though the get/search distinction is clear from descriptions.

Naming Consistency5/5

Uniform verb_noun snake_case pattern throughout: get_github_repo, get_npm_package, get_pypi_package, search_arxiv, search_github, search_google_scholar, search_stackoverflow. Fully predictable and consistent.

Tool Count5/5

Seven tools is well-scoped for a developer research/lookup server, with each tool covering a distinct source (GitHub, npm, PyPI, arXiv, Scholar, Stack Overflow). No redundant or filler tools.

Completeness4/5

Covers the major discovery and package-health sources with both get-detail and search operations, forming a coherent surface. Minor gaps exist (other registries like crates/Maven, and detail lookups for Stack Overflow/Scholar), but core workflows are covered.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 7 tool updates
    • Changedget_github_repo1 field changed
      • addedInput schema / properties / repo / description
        Added value: +"Repository in format 'owner/repo' (e.g. 'facebook/react', 'kubernetes/kubernetes')"
    • Changedget_npm_package1 field changed
      • addedInput schema / properties / package_name / description
        Added value: +"NPM package name exactly as published (e.g. 'express', 'react', 'lodash', '@babel/core')"
    • Changedget_pypi_package1 field changed
      • addedInput schema / properties / package_name / description
        Added value: +"PyPI package name as listed in registry (e.g. 'numpy', 'django', 'flask', 'pandas')"
    • Changedsearch_arxiv2 fields changed
      • addedInput schema / properties / max_results / description
        Added value: +"Papers to return (default 10, suitable for focused research)"
      • addedInput schema / properties / query / description
        Added value: +"Research topic in CS/ML/physics (e.g. 'transformer architectures', 'distributed systems', 'quantum algorithms')"
    • Changedsearch_github2 fields changed
      • addedInput schema / properties / max_results / description
        Added value: +"Number of repository results to return (default 10, up to 100 for broad searches)"
      • addedInput schema / properties / query / description
        Added value: +"Search keywords or project name (e.g. 'web framework', 'authentication library', 'data visualization')"
    • Changedsearch_google_scholar2 fields changed
      • addedInput schema / properties / max_results / description
        Added value: +"Maximum papers to return (default 10)"
      • addedInput schema / properties / query / description
        Added value: +"Computer science research topic (e.g. 'natural language processing', 'distributed consensus algorithms')"
    • Changedsearch_stackoverflow2 fields changed
      • addedInput schema / properties / max_results / description
        Added value: +"Number of Q&A results to retrieve (default 10, higher for comprehensive answers)"
      • addedInput schema / properties / query / description
        Added value: +"Programming problem or question (e.g. 'how to merge arrays in javascript', 'python asyncio example')"
  2. 7 tool updates
    • First observedget_github_repo
    • First observedget_npm_package
    • First observedget_pypi_package
    • First observedsearch_arxiv
    • First observedsearch_github
    • First observedsearch_google_scholar
    • First observedsearch_stackoverflow

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