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"Semantic Search API Solutions" matching MCP servers:

  • semantic-search

    kengo006
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    license
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    quality
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    maintenance
    Local semantic recall MCP server for citation-integrity workflows. Enables semantic search over a text corpus, returning file paths and page numbers for verification, with 100% local processing using ONNX embeddings and LanceDB.
    Last updated
    2
    1
    MIT

  • Semantic Search MCP Server

    mix0z
    F
    license
    D
    quality
    D
    maintenance
    Enables AI agents to perform semantic search over codebases by converting natural language queries into efficient search patterns like grep and ripgrep. It utilizes LLMs to verify relevance and find code snippets that traditional keyword-based searches might miss.
    Last updated
    1

  • Semantic Cache MCP

    CoderDayton
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    maintenance
    Reduces token consumption by over 80% through intelligent file caching, returning only diffs for modified files and suppressing unchanged content. It features a suite of 12 tools for semantic search, batch reading, and efficient file editing to optimize LLM interactions with large codebases.
    Last updated
    13
    2
    MIT

  • spm-search-mcp

    detailobsessed
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    quality
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    maintenance
    An MCP server that allows coding agents to search the Swift Package Index and retrieve GitHub READMEs without requiring an API key. It features comprehensive search filters for stars, platforms, and licenses, providing token-efficient responses optimized for LLM comprehension.
    Last updated
    3
    MIT

  • Prior — Knowledge Exchange for

    cg3inc
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    quality
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    maintenance
    Stop paying for your agent to rediscover what other agents already figured out. Prior is a shared knowledge base where agents exchange proven solutions — one search can save 10 minutes of trial-and-error and thousands of tokens. Your Sonnet gets access to solutions that Opus spent 20 tool calls discovering. Search is free with feedback, and contributing earns credits.
    Last updated
    5
    153
    3
    Functional Source , Version 1.1, ALv2 Future

  • pdf-search-mcp

    renvk
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    license
    A
    quality
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    maintenance
    MCP server for full-text search across PDF document collections with offline indexing, ranked results, snippets, and page rendering.
    Last updated
    4
    MIT

  • job-search-mcp

    Servation
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    license
    A
    quality
    B
    maintenance
    A personal job-search assistant for Claude Desktop that searches real job boards, scores each job 0–100 for fit, and displays a ranked board for fast triage.
    Last updated
    10
    45
    1
    MIT

  • semantic-code-mcp

    vrppaul
    F
    license
    A
    quality
    D
    maintenance
    A local MCP server that provides semantic code search for Python codebases using tree-sitter for chunking and LanceDB for vector storage. It enables natural language queries to find relevant code snippets based on meaning rather than just text matching.
    Last updated
    3
    2

  • netsuite-saved-search-mcp

    maximizeGPT
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    license
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    quality
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    maintenance
    Exposes NetSuite saved search exports as a structured query interface for Claude, enabling file discovery, column inspection, filtering, aggregation, memo categorization, and anomaly detection.
    Last updated
    7
    MIT

  • semantic-dom-mcp

    helmif
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    license
    A
    quality
    B
    maintenance
    Drives a real Chromium browser to extract a page's DOM into compact Semantic JSON with Playwright-native locators, enabling AI agents to generate consistent, accurate Playwright tests.
    Last updated
    4
    57
    3
    MIT

  • Ollama Web Search

    deXterbed
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    license
    A
    quality
    B
    maintenance
    Enables web search and web fetch operations using Ollama's hosted APIs, allowing MCP clients to search the web and retrieve page content.
    Last updated
    2
    MIT

  • Web Search MCP

    sydasif
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    license
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    quality
    B
    maintenance
    Provides LLMs with real-time web search and content extraction capabilities, including text/news search, full-text URL reading, and targeted technical documentation search.
    Last updated
    6
    3
    15
    MIT

  • Better Google Search Console

    houtini-ai
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    license
    A
    quality
    D
    maintenance
    Downloads your entire Search Console dataset into a local SQLite database, then gives your LLM a pre-built SQL query library for every standard SEO analysis type, with context available for your LLM to perform any SQL query to answer your questions and analyse for you.
    Last updated
    12
    14
    15
    Apache 2.0

  • mcp-rest-api

    dkmaker
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    license
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    quality
    F
    maintenance
    A TypeScript-based MCP server that enables testing of REST APIs through Cline. This tool allows you to test and interact with any REST API endpoints directly from your development environment.
    Last updated
    1
    153
    99
    MIT