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  • MOSTLY AI MCP Server by mostly-ai

    MOSTLY AI MCP Serverofficial

    mostly-ai
    A
    license
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    quality
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    maintenance
    Enables LLM agents to interact with the MOSTLY AI Platform for generating synthetic data, including training generators, managing data connectors, executing queries, and generating synthetic datasets with OAuth 2.1 authentication.
    Last updated
    2
    Apache 2.0

  • mcp-pymilvus-code-generate

    brcarry
    A
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    quality
    D
    maintenance
    An MCP server that retrieves relevant code snippets and documents to assist in generating pymilvus code, converting between ORM and client, and translating Milvus code between programming languages.
    Last updated
    MIT

  • Chroma MCP Server

    privetin
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    quality
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    maintenance
    Enables LLMs to perform semantic search and document management using ChromaDB, supporting natural language queries with intuitive similarity metrics for retrieval augmented generation applications.
    Last updated

  • SEC EDGAR Filings MCP

    stagproject
    A
    license
    A
    quality
    A
    maintenance
    SEC EDGAR filing MCP for equity research agents: search 10-K/10-Q/8-K with CompanyFacts metrics, preview a free sample, and purchase full structured JSON via x402 USDC on Polygon. Public endpoint on xpay.tools.
    Last updated
    8
    3
    2
    MIT

  • groundcheck

    offquestxo
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that lets any AI agent evaluate RAG outputs -- faithfulness scoring, hallucination detection, and retrieval quality metrics -- with zero API keys, using MCP sampling.
    Last updated
    6
    MIT

  • querywise-mcp

    kosminus
    A
    license
    A
    quality
    A
    maintenance
    Query SQL databases (SQLite, PostgreSQL, BigQuery, Databricks) in natural language through a business semantic layer — glossary, metrics, and a data dictionary grounded against your real schema. Read-only by default, with an embedded SQLite + sqlite-vec metadata store and no external infra required.
    Last updated
    25
    2
    MIT

  • Arxivum

    eddisonpham
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that enables searching arXiv, importing papers, enriching with citation data, generating summaries and research ideas, and querying a local library using local LLMs and embeddings.
    Last updated
    9
    1
    MIT

  • mcp-ragchat

    gogabrielordonez
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    license
    A
    quality
    C
    maintenance
    An MCP server that enables RAG-powered AI chat integration for websites by crawling content, building local vector stores, and generating embeddable chat widgets. It simplifies the setup of local chat servers with support for various LLM and embedding providers.
    Last updated
    5
    3
    2
    MIT

  • Zoom Search

    goofrey
    A
    license
    B
    quality
    A
    maintenance
    MCP search and evidence tool for AI agents. Rewrites queries, zooms into source domains, and returns sourced answers with metrics.
    Last updated
    4
    1
    1
    MIT

  • Langfuse MCP Server

    therealsachin
    A
    license
    B
    quality
    D
    maintenance
    Enables querying Langfuse analytics, cost metrics, and usage data across multiple projects. Provides tools for trace analysis, model/service cost breakdowns, and daily usage trends through natural language queries.
    Last updated
    24
    132
    MIT

  • Istedlal MCP Server

    AnshuML
    F
    license
    B
    quality
    D
    maintenance
    Provides AI agents with access to file metadata, vector search, and workflow metrics. It enables operations such as file metadata retrieval and semantic search over file embeddings using pgvector.
    Last updated
    3

  • RAG MCP Tool

    musnows
    F
    license
    B
    quality
    D
    maintenance
    Provides intelligent retrieval capabilities for local files by scanning directories, generating vector indexes, and enabling semantic search through RAG (Retrieval Augmented Generation) with incremental indexing support.
    Last updated
    2

  • Grafana MCP Server

    quanticsoul4772
    F
    license
    C
    quality
    D
    maintenance
    Enables AI-powered integration with Grafana instances through 52 MCP tools for dashboard management, Prometheus/Loki queries, alerting, and administrative functions. Supports complete Grafana functionality including metrics exploration, log analysis, and incident response through natural language.
    Last updated
    80
    1