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"Web search services that don't require an API key" matching MCP servers:

  • MongoDB That Works - MCP

    sourabhfb
    A
    license
    B
    quality
    D
    maintenance
    Enables interaction with MongoDB databases through CRUD operations, aggregation, and schema discovery, with automatic field validation and ObjectId conversion.
    10
    11
    MIT

  • MCP Private GitHub Search

    Hint-Services
    A
    license
    B
    quality
    C
    maintenance
    A Model Context Protocol server that provides tools for searching private GitHub repositories, enabling access to repository files, commit history, and issues with automatic handling of rate limiting and error handling.
    4
    17
    9
    MIT

  • fancy-api

    carmelosantana
    A
    license
    -
    quality
    B
    maintenance
    MCP server that enables AI agents to read and write records in a live REST API generated from pasted data, with tools for listing, querying, inserting, updating, and deleting records.
    AGPL 3.0

  • imessage-rich-search

    cannavis
    A
    license
    A
    quality
    C
    maintenance
    Enables full-text search of macOS iMessages including link preview metadata. Works as an MCP server for Claude Desktop to search your messages locally.
    1
    MIT

  • Hermes Search MCP Server

    Cognitive-Stack
    A
    license
    A
    quality
    D
    maintenance
    Enables AI systems to perform full-text and semantic search operations over structured/unstructured data in Azure Cognitive Search, with capabilities for document indexing and management through natural language.
    3
    17
    4
    ISC

  • Algolia Search MCP Server

    chick-p
    A
    license
    C
    quality
    F
    maintenance
    Enables searching for any text within a specified Algolia index through an MCP-compatible interface. It allows users to integrate Algolia search capabilities into their environment using an application ID and API key.
    1
    1
    MIT

  • MCP-Airflow-API

    call518
    A
    license
    C
    quality
    A
    maintenance
    Monitor and manage Apache Airflow clusters through natural language queries via MCP tools: DAG inspection, task monitoring, health checks, and cluster analytics without API complexity. * Guide: https://call518.medium.com/mcp-airflow-api-a-model-context-protocol-mcp-server-for-apache-airflow-5dfdfb2
    54
    50
    MIT

  • job-search-mcp

    jpita
    A
    license
    -
    quality
    C
    maintenance
    MCP server that aggregates job listings from Remotive and Arbeitnow, with local SQLite caching, application tracking, and saved searches.
    76
    MIT

  • Health API MCP Server

    AlwaysSany
    A
    license
    -
    quality
    C
    maintenance
    Enables interaction with a comprehensive healthcare management system through FastAPI, supporting operations for patients, doctors, appointments, medical records, telemedicine, lab orders, prescriptions, insurance claims, and more with JWT authentication.
    5
    MIT

  • MCP Embedding Search

    spences10
    F
    license
    -
    quality
    D
    maintenance
    A Model Context Protocol server that searches transcript segments in a Turso database using vector similarity, allowing users to find relevant content by asking questions without generating new embeddings.
    4

  • Better Google Search Console

    houtini-ai
    A
    license
    A
    quality
    F
    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.
    12
    20
    17
    Apache 2.0

  • Naver Search MCP Server

    jikime
    A
    license
    A
    quality
    D
    maintenance
    Provides access to Naver Search APIs, allowing AI agents to search across multiple categories (blogs, news, books, images, shopping items, etc.) with structured responses optimized for LLM consumption.
    13
    4
    Apache 2.0

  • PI API MCP Server

    mingzilla
    A
    license
    B
    quality
    C
    maintenance
    A Model Context Protocol server that enables Claude and other MCP-compatible AI assistants to securely access and manage PI Dashboard resources including categories and charts.
    18
    9
    7
    Apache 2.0

  • Glide API MCP Server

    knmurphy
    F
    license
    B
    quality
    -
    maintenance
    Facilitates secure and type-safe interactions with both v1 and v2 of the Glide API, allowing users to manage app data and perform CRUD operations on tables via a Model Context Protocol interface.
    6
    5