Skip to main content
Glama
67,019 servers. Last updated

Matching MCP tools:

Matching MCP Connectors:

"Lens" matching MCP servers:

  • lens

    tools-for-agents
    A
    license
    -
    quality
    B
    maintenance
    Provides token-efficient code retrieval for coding agents by indexing repositories and enabling ranked snippet search, symbol outlines, and surgical line reads.
    Last updated
    MIT

  • Lens-MCP

    Hqzdev
    A
    license
    C
    quality
    C
    maintenance
    Lens-MCP is a read-only Postgres MCP server that lets AI agents inspect and query approved database data safely.
    Last updated
    4
    1
    MIT

  • 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

  • Context Lens

    cornelcroi
    A
    license
    -
    quality
    B
    maintenance
    An MCP server that enables semantic search over local files or GitHub repositories by indexing content into a serverless vector database, allowing AI assistants to understand meaning rather than just keywords.
    Last updated
    24
    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

  • Lens MCP

    SSShogunn
    F
    license
    -
    quality
    B
    maintenance
    Provides browser-grade web access by rendering pages to markdown, taking screenshots, and fetching images using headless Chromium/Firefox (Playwright) and httpx.
    Last updated

  • mcp-file-lens

    solatis
    A
    license
    -
    quality
    C
    maintenance
    An MCP server that provides a flexible lens into directory structures and files, enabling LLM clients to efficiently navigate and understand codebases with minimal noise. It offers secure, gitignore-aware file access with tools like directory listing, file reading, and grep-like search.
    Last updated
    1
    MIT

  • upnote-lens-mcp

    AwesomeHye
    A
    license
    B
    quality
    C
    maintenance
    A hybrid MCP server that reads UpNote notes from the local SQLite database (returns actual text) and writes/opens notes via the upnote:// URL scheme, enabling search, retrieval, creation, and navigation of notes.
    Last updated
    10
    3
    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-data-lens

    cornelcroi
    A
    license
    -
    quality
    C
    maintenance
    Enables users to ask questions about their spreadsheets in plain English and receive instant answers using DuckDB-powered analytics, supporting multiple file formats like Excel, CSV, and Parquet.
    Last updated
    2
    MIT