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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

  • SocratiCode

    giancarloerra
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    license
    A
    quality
    A
    maintenance
    Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra knowledge. Benchmark: 61% less tokens, 84% fewer calls, 37x faster than standard AI grep.
    Last updated
    25
    1,245
    3,117
    AGPL 3.0

  • bookmark-lens

    cornelcroi
    A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to save, search, and manage bookmarks with semantic search, automatic metadata extraction, and optional LLM-powered enrichment, all running locally.
    Last updated
    8
    5
    MIT

  • es-error-lens

    TerraCo89
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    license
    A
    quality
    C
    maintenance
    Enables LLM agents to search and analyze Elasticsearch logs for errors, detect recurring patterns, analyze error-rate trends, and retrieve full trace context through MCP tools.
    Last updated
    6
    MIT

  • 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

  • IIITH Mess MCP

    Kallind
    A
    license
    A
    quality
    D
    maintenance
    Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal registrations, view menus, and track billing. It supports conversational commands for tasks like cancelling meals, estimating nutrition, and checking account balances.
    Last updated
    45
    5
    AGPL 3.0

  • 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

  • IIITH Mess MCP Server

    NJP6969
    A
    license
    B
    quality
    D
    maintenance
    Enables AI assistants to interact with the IIIT Hyderabad Mess Management System through natural language, allowing students to view menus, manage meal registrations, check bills, submit feedback, and configure preferences.
    Last updated
    29
    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

  • botindex-mcp-server

    Cyberweasel777
    A
    license
    C
    quality
    D
    maintenance
    BotIndex MCP Server gives AI agents searchable access to verified on-chain and off-chain protocol metadata so they can discover, validate, and act on blockchain ecosystem data with less hallucination risk.
    Last updated
    38
    91
    1
    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

  • OpManager MCP Server

    sachdev27
    A
    license
    C
    quality
    D
    maintenance
    Enables AI assistants to interact with ManageEngine OpManager for network monitoring and IT operations management. Provides credential-less access to 85+ API endpoints for managing devices, alarms, discovery, dashboards, and reports through natural language.
    Last updated
    85
    2
    MIT