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  • A
    license
    Not graded
    quality
    F
    maintenance
    LLM routing proxy that cuts API costs 60-90% by auto-selecting the cheapest capable model across OpenAI, Anthropic, and Google. Provides stats, config, and model comparison tools via MCP.
    21 npm
    1
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    Enables search and retrieval queries over a local LanceDB database, using OpenAI embeddings for vector search when an API key is set and plain text matching otherwise. It reads the database read-only and returns ranked hits, context blocks, table status, and version info over MCP stdio.
    4
    262 npm
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables centralized access to Firecrawl, Exa, Qdrant, embeddings, Playwright browser automation, and MCP clients through a single token-protected HTTP and MCP interface.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A meta-MCP server that acts as a universal gateway, allowing users to discover and execute tools from thousands of other MCP servers through semantic search. It dynamically loads servers on demand and provides standardized functions for searching, discovering, and running tools across the entire MCP ecosystem.
    6
    -
  • A
    license
    A
    quality
    B
    maintenance
    Turn YouTube, TikTok, X videos and websites into structured data. Skip the hassle of video transcription and data scraping. Our APIs help you build better software and AI products faster.
    9
    744 npm
    63
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables XTend developers and agents to search and retrieve canonical XTend documentation, recipes, and kit resources through read-only MCP tools, resources, and prompts served over stateless HTTP.
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables users to search and compare ALMA papers’ methods, recipes, settings, software usage, and parameter statistics, with citations and evidence pointers for verification.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that connects to SCIM 2.0 APIs, enabling MCP clients to manage SCIM resources using natural language.
    4 npm
    2
    ISC
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server enabling CAD interaction with Creo Parametric and knowledge base retrieval from Volcengine.
    28 PyPI
    8
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables control of Software Defined Radios and decoding of radio protocols through an AI-friendly Model Context Protocol interface, supporting RTL-SDR and HackRF hardware for signal analysis and protocol decoding.
    13 PyPI
    30
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A server for the Machine Chat Protocol (MCP) that provides a YAML-based configuration system for LLM applications, allowing users to define resources, tools, and prompts without writing code.
    48 PyPI
    6
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for exploring a software developer's portfolio: lists projects, semantically searches code, explains architecture, summarizes READMEs, and answers questions through a natural-language agent, with a built-in web playground.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server that enables coding agents to search for and record software issue fixes with semantic search using natural language queries.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Exposes tools for semantic search and RAG-based Q\&A from a local knowledge base, along with resources and prompt templates.
    -
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides targeted PostgreSQL schema access to AI agents, retrieving only relevant tables for a question and enforcing read-only access through multiple layers.
    4
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    The open-source, self-organizing memory for all your AI tools. Persistent memory over MCP (remember, recall, observe): background agents extract entities, resolve conflicts, and keep cited syntheses current in an append-only, encrypted, single-tenant vault.
    3
    6
    AGPL 3.0
  • A
    license
    A
    quality
    A
    maintenance
    Enables saving project facts as they occur and retrieving only task-relevant entries when starting new work, using Jev evaluation to rank them while preserving all stored context.
    2
    11 npm
    2
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Local RAG system for Claude Code with hybrid search (semantic + BM25), cross-encoder reranking, markdown-aware chunking, and 12 MCP tools. Zero external servers, pure ONNX in-process.
    13
    469 PyPI
    300
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables searching and reading AVEVA Customer Support Portal knowledge base articles, including tech notes, known issues, and error-message diagnostics, to ground AI answers in support content not found in public documentation.
    3
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables Claude and other MCP-compatible agents to process documents, extract structured data, detect PII, and export LLM-ready datasets through natural language tool calls.
    8
    32 PyPI
    1
    MIT