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  • A
    license
    A
    quality
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    Python MCP server for vector search using Qdrant vector database and Ollama embeddings, with advanced query techniques like query expansion, HyDE, and reranking.
    2
    2
    MIT
  • A
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    quality
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    Enables conversational AI to access, analyze, and interact with Associated Press news content through natural language, with 26 tools for search, trends, and content monitoring.
    26
    56 npm
    2
    MIT
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    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
  • A
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    maintenance
    A server enabling seamless interaction between AI models and WordPress sites with secure, standardized communication using the WordPress REST API for comprehensive site management.
    454 npm
    162
    MIT
  • A
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    A
    maintenance
    MCP server for reading HWP and HWPX documents without Hancom Office. Extracts text, tables with merged cells, and hidden memos, compatible with various MCP clients.
    MIT
  • A
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    B
    maintenance
    Enables local AI inference for Claude and Cursor through 22 APIs, including summarization, translation, review, classification, RAG, and more, with all data processed on-device.
    39 npm
    MIT
  • A
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    quality
    A
    maintenance
    Enables AI agents to run curated English and Chinese web searches through a single search_web MCP tool, returning each result with explicit fetched_at timestamps for grounded, provenance-aware answers.
    Apache 2.0
  • A
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    maintenance
    MCP server for semantic search across the complete ObjectARX 2026 documentation set. Indexes 89,715 text chunks from 22 guides in ChromaDB with hybrid BM25 + dense retrieval.
    MIT
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    maintenance
    A vendor-neutral, release-aware context contract and MCP runtime that provides reliable data agents with compact metadata, semantic definitions, and validated SQL compilation.
    1 npm
    1
    MIT
  • A
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    quality
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    maintenance
    A comprehensive Data Platform server that enables seamless integration between PostgreSQL databases and MinIO object storage, with AI-powered natural language query capabilities.
    MIT
  • A
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    maintenance
    Enables searching local Korean HWP/HWPX documents via Codex or Claude Code by indexing them with a free multilingual embedding model, keeping documents and indexes locally without requiring an API key.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    A privacy-first personal context engine that ingests personal photos and message exports, extracts cited facts, and serves a queryable profile over MCP for natural-language questions like 'when did I last see Sarah?'.
    MIT
  • A
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    quality
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    maintenance
    Enables AI coding agents to quickly search a LightRAG knowledge base without relying on an LLM, returning original notes with sources and graph relations, and to save decisions with timestamps.
    MIT
  • A
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    quality
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    maintenance
    FEGIS is a Model Context Protocol server that gives LLMs structured, persistent and portable memory through customizable cognitive tools defined in schema.
    24
    Python
    MIT
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables querying of live organizational data (student records, outcomes, certifications, finances, donations, communications) via Claude using structured database queries and semantic search.
    -
  • F
    license
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    quality
    C
    maintenance
    Enables SafeOps operators to monitor worker health, inspect job queues, investigate incidents, search runbooks, and approve or reject targeted failed-job retries through MCP tools, resources, and a prompt.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables secure querying of analytics data stored in AWS Athena/S3 through natural language, with multiple security layers including query validation, resource limits, and automatic PII redaction to prevent data breaches and destructive operations.
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