"Information on GraphRAG, AutoGen, AG2, Daydream, and HybridRAG" matching MCP servers:

• Medical GraphRAG Assistant

  intersystems-community

  A

  license

  -

  quality

  B

  maintenance

  Enables AI-powered medical information retrieval through FHIR clinical document search and GraphRAG-based exploration of medical entities and relationships. Combines vector search with knowledge graph queries for comprehensive healthcare data analysis.

  Last updated 2026-01-18

  MIT

• Neo4j GraphRAG MCP Server

  neo4j-field

  A

  license

  A

  quality

  C

  maintenance

  An MCP server that enables LLMs to perform semantic and fulltext searches within Neo4j while executing complex, search-augmented Cypher queries for GraphRAG applications. It provides tools for database schema discovery and supports multi-provider embeddings to facilitate advanced graph traversals.

  Last updated 2026-03-26

  5

  2

  MIT

• GraphRAG Llama Index MCP

  T-NhanNguyen

  F

  license

  A

  quality

  C

  maintenance

  Enables AI agents to query a local knowledge graph built from document collections using hybrid search (BM25 + vector fusion) and entity-relationship extraction. Supports privacy-first, offline operation with tools for semantic search, entity graph exploration, and corpus statistics.

  Last updated 2026-03-05

  3

• Weather and Stock Information

  suraj2906

  F

  license

  B

  quality

  C

  maintenance

  An MCP server that provides real-time weather alerts, forecasts, stock market data, and news information through various API integrations.

  Last updated 2025-06-06

  5

• AutoGen MCP Server

  DynamicEndpoints

  A

  license

  B

  quality

  -

  maintenance

  An MCP server that provides integration with Microsoft's AutoGen framework, enabling multi-agent conversations through a standardized interface.

  Last updated 2025-08-27

  4

  15

• MCP on Vercel

  prncsclo-create

  A

  license

  -

  quality

  C

  maintenance

  A deployment template for running Model Context Protocol servers as Vercel Functions. It provides a foundation for developers to build and host custom tools, prompts, and resources with optimized execution for MCP client integration.

  Last updated 2026-04-15

• Paws-on-MCP

  hemanth

  F

  license

  -

  quality

  C

  maintenance

  A comprehensive Model Context Protocol (MCP) server implementing the latest MCP specification with tools, resources, prompts, and enhanced sampling capabilities that features HackerNews and GitHub API integrations for AI-powered analysis.

  Last updated 2025-06-22

  331

• Account and Transaction MCP

  ag2-mcp-servers

  F

  license

  -

  quality

  C

  maintenance

  An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.

  Last updated 2025-07-16

• On-Demand Scanning API MCP

  ag2-mcp-servers

  F

  license

  -

  quality

  C

  maintenance

  An MCP Server that enables users to interact with Google's On-Demand Scanning API (v1beta1) through natural language, likely providing capabilities for vulnerability scanning and security analysis of containers and artifacts.

  Last updated 2025-07-16

• sharp-on-fhir-mcp

  TerminallyLazy

  F

  license

  -

  quality

  -

  maintenance

  A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents to interact with any FHIR R4 endpoint using SHARP context headers, without server-side OAuth. It provides clinical tools, lab results, imaging, and interactive MCP-UI dashboards.

  Last updated 2026-04-27

• GraphRAG MCP

  embracefailure

  F

  license

  -

  quality

  C

  maintenance

  Enables enterprise document retrieval using graph-based reasoning and knowledge graphs. Allows agents to search and extract information from scattered documents through structured entity and relationship extraction.

  Last updated 2025-11-05

  2

• Divide and Conquer MCP Server

  landicefu

  A

  license

  B

  quality

  C

  maintenance

  Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.

  Last updated 2025-06-26

  15

  59

  7

  MIT

• Google Calendar and Meet MCP

  INSIDE-HAIR

  F

  license

  B

  quality

  C

  maintenance

  Enables comprehensive Google Meet and Calendar management through Google Calendar API v3 and Google Meet API v2, supporting calendar event creation with Meet links, space management, transcription, recording, attendance tracking, and meeting moderation controls.

  Last updated 2025-08-29

  24

  2

• Usage And Billing MCP Server

  BACH-AI-Tools

  A

  license

  C

  quality

  C

  maintenance

  Enables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.

  Last updated 2025-12-07

  18

  MIT

• GCP Billing and Monitoring MCP

  RadiumGu

  A

  license

  C

  quality

  C

  maintenance

  Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.

  Last updated 2025-12-15

  40

  1

  Apache 2.0
• 

  Act-On MCP Server by CDataofficial

  CDataSoftware

  A

  license

  -

  quality

  C

  maintenance

  This read-only MCP Server allows you to connect to Act-On data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

  Last updated 2025-10-18

  MIT

• GraphRAG MCP Server

  rileylemm

  A

  license

  -

  quality

  C

  maintenance

  Enables querying a hybrid system that combines Neo4j graph database and Qdrant vector database for powerful semantic and graph-based document retrieval through the Model Context Protocol.

  Last updated 2025-04-03

  58

  MIT

• RAG Information Retriever

  ChandrahaasJ

  F

  license

  -

  quality

  C

  maintenance

  An MCP server that implements Retrieval-Augmented Generation to efficiently retrieve and process important information from various sources, providing accurate and contextually relevant responses.

  Last updated 2025-06-13

• MCP Server on Cloudflare

  TedTschopp

  F

  license

  -

  quality

  -

  maintenance

  A deployable MCP server for Cloudflare Workers or Azure Functions that provides example tools (time, echo, math), prompt templates for code assistance, and configuration resources. Enables AI assistants to interact with edge-deployed services through the Model Context Protocol.

  Last updated 2026-01-21

• System Information MCP Server

  ai-mcp-garage

  A

  license

  A

  quality

  -

  maintenance

  Provides comprehensive system diagnostics and hardware analysis through 10 specialized tools for troubleshooting and environment monitoring. Offers targeted information gathering for CPU, memory, network, storage, processes, and security analysis across Windows, macOS, and Linux platforms.

  Last updated 2025-09-06

  10