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  • lens-mcp

    segentic-lab
    A
    license
    A
    quality
    A
    maintenance
    Deterministic navigation maps over code AND markdown for AI agents: one MCP server, two lenses (tree-sitter TS/JS/Python + markdown). Map a whole project, read one function or one doc-section, ~99% less context. Merges codelens + docslens.
    Last updated
    13
    1
    AGPL 3.0

  • retrieval-lens

    Vbj1808
    A
    license
    A
    quality
    B
    maintenance
    A black-box flight recorder for RAG retrieval inside MCP agents. Logs what chunks the model saw, scores, sources, and rankings - so you can audit, replay, and diff retrieval runs after the fact.
    Last updated
    4
    28
    2
    MIT

  • MCP-Lens

    M8T-Jacob
    A
    license
    -
    quality
    C
    maintenance
    Acts as a proxy/router for multiple downstream MCP servers, exposing only meta-tools to the host to reduce token usage, enabling efficient search and invocation of tools from a fleet of servers.
    Last updated
    MIT

  • Local Lens

    aotakeda
    A
    license
    -
    quality
    D
    maintenance
    A 100% local development monitoring tool that captures browser console logs, network requests, and backend server output for analysis by AI assistants via MCP. It enables LLMs to debug applications by providing structured, real-time access to full-stack log data and persistent local storage.
    Last updated
    19
    7
    MIT

  • investor-lens-mcp

    cskwork
    A
    license
    -
    quality
    C
    maintenance
    Provides educational US market analysis by combining exchange rates, stock snapshots, and five famous investor perspectives (Buffett, Graham, Lynch, Dalio, Wood) to generate watchlist ideas, reasoning, risks, and follow-up checks.
    Last updated
    MIT

  • DevTools Lens MCP

    aakcay5656
    A
    license
    -
    quality
    C
    maintenance
    Enables AI agents to inspect and control a live Chromium browser for frontend debugging, providing console logs, network requests, DOM snapshots, and accessibility analysis.
    Last updated
    29
    MIT

  • pg-lens-mcp

    YohannHommet
    A
    license
    -
    quality
    C
    maintenance
    Securely connect AI assistants to PostgreSQL databases with read-only access, schema discovery, querying, and performance analysis tools.
    Last updated
    4
    MIT

  • mcp-browser-lens

    nano-step
    A
    license
    -
    quality
    C
    maintenance
    Provides AI agents with deep visibility into a running web page's UI by capturing DOM, styles, and screenshots through a lightweight bookmarklet. It facilitates design-to-code comparisons, accessibility audits, and automated CSS debugging directly within an IDE.
    Last updated
    51
    3
    MIT

  • MCP Launch Lens

    Niraven
    A
    license
    -
    quality
    B
    maintenance
    Scores MCP servers for launch-readiness across trust, tool UX, docs, observability, marketplace fit, and partner narrative, and generates partner briefs and launch path comparisons.
    Last updated
    MIT

  • ShelfGap Buyer Lens

    keskinonur
    A
    license
    -
    quality
    B
    maintenance
    A deterministic buyer-choice simulator inside ChatGPT that compares merchant offers against user-supplied alternatives, explains wins/losses, and tests what-if changes.
    Last updated
    MIT