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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

  • DeviceLens MCP

    Dark-Hunt3r1
    A
    license
    A
    quality
    B
    maintenance
    A local, detection-first Windows MCP server that groups Device Manager interfaces into physical devices, provides explanations, and enables read-only inspection and update auditing without modifying any devices or drivers.
    Last updated
    10
    GPL 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
    23
    2
    MIT

  • upnote-lens-mcp

    AwesomeHye
    A
    license
    B
    quality
    B
    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
    1
    MIT

  • codex-agent-mem

    MarceloCaporale
    A
    license
    B
    quality
    B
    maintenance
    Portable, auditable, local-first MCP memory for MCP-compatible AI agents and coding workflows. It keeps durable project memory outside the model runtime, compresses continuity into smaller working packs, and carries forward operational state so agents can resume with less repetition.
    Last updated
    28
    32
    Apache 2.0

  • 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

  • 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

  • Mess MCP Server

    shrey715
    A
    license
    -
    quality
    D
    maintenance
    Enables AI assistants to interact with the IIIT-H mess dining and marketplace systems through resources, tools, and prompts for meal planning, billing analysis, and registration modifications.
    Last updated
    GPL 3.0

  • 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
    20
    3
    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

  • 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