"How to write a query in Elasticsearch" matching MCP servers:

• How-To-Cook

  xiaobenyang-com

  A

  security

  A

  license

  -

  quality

  An AI recipe recommendation server based on the MCP protocol, providing functions such as recipe query, classification filtering, intelligent dietary planning, and daily menu recommendation.

  Last updated 2026-01-09

  5

  1

  Apache 2.0

• octodet-elasticsearch-mcp

  Octodet

  A

  security

  A

  license

  -

  quality

  Read/write Elasticsearch mcp server with many tools

  Last updated 2025-06-29

  16

  14

  3

  MIT

• Elasticsearch MCP Server

  y0zg

  -

  security

  F

  license

  -

  quality

  Enables Claude Desktop to connect directly to Elasticsearch clusters for intelligent log analysis through natural language queries. Users can ask questions about their logs in plain English and get actionable insights without writing complex Elasticsearch queries.

  Last updated 2025-09-05

  2

• Elasticsearch MCP Server

  awesimon

  A

  security

  A

  license

  -

  quality

  Connects agents to Elasticsearch data using the Model Context Protocol, allowing natural language interaction with Elasticsearch indices through MCP Clients like Claude Desktop and Cursor.

  Last updated 2025-08-04

  11

  477

  18

  MIT

• In Memoria

  pi22by7

  -

  security

  A

  license

  -

  quality

  Persistent memory and pattern learning for AI coding assistants via MCP.

  Last updated 2025-12-23

  86

  165

  MIT

• Elasticsearch MCP Server

  ampcome-mcps

  -

  security

  A

  license

  -

  quality

  Connects agents to Elasticsearch data using the Model Context Protocol, allowing natural language interaction with Elasticsearch indices through tools for listing indices, getting field mappings, performing searches, and viewing shard information.

  Last updated 2025-07-15

  2,054

  Apache 2.0
• 

  Elasticsearch MCP Serverofficial

  elastic

  A

  security

  A

  license

  -

  quality

  Connects Claude and other MCP clients to Elasticsearch data, allowing users to interact with their Elasticsearch indices through natural language conversations.

  Last updated 2026-04-09

  3

  2,054

  638

  Apache 2.0

• Elasticsearch MCP Server

  silbaram

  -

  security

  A

  license

  -

  quality

  Elasticsearch MCP Server

  Last updated 2025-06-03

  5

  Apache 2.0

• Elasticsearch MCP Server

  da1y

  -

  security

  F

  license

  -

  quality

  A Model Context Protocol server that enables LLMs to interact with Elasticsearch clusters, allowing them to manage indices and execute search queries using natural language.

  Last updated 2024-12-02

  2

• Elasticsearch MCP Server

  cr7258

  A

  security

  A

  license

  -

  quality

  Facilitates interaction with Elasticsearch clusters by allowing users to perform index operations, document searches, and cluster management via a Model Context Protocol server and natural language commands.

  Last updated 2026-02-02

  19

  259

  Apache 2.0

• MM Query

  CaullenOmdahl

  -

  security

  A

  license

  -

  quality

  Enables querying and comparing products from MM's retail (B2C) and wholesale (B2B) platforms in Vietnam, including price comparisons, stock availability checks, and multi-store support with Vietnamese language integration.

  Last updated 2025-10-30

  MIT

• dart-query

  standardbeagle

  -

  security

  A

  license

  -

  quality

  An MCP server for Dart AI task management that enables bulk operations using DartQL selectors to minimize token usage and context rot. It provides tools for batch updates, task and document CRUD, and safe CSV imports with integrated dry-run capabilities.

  Last updated 2026-04-10

  24

  MIT

• All-in-MCP

  isomoes

  A

  security

  A

  license

  -

  quality

  Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.

  Last updated 2026-02-07

  10

  2

  MIT

• Elasticsearch MCP (VSee Fork)

  mlei06

  A

  security

  A

  license

  -

  quality

  Provides specialized analytics tools for querying VSee's Elasticsearch stats-\* indices, including account/group metrics, visit trends, platform breakdowns, rating distributions, and subscription tier analysis.

  Last updated 2026-01-10

  8

  10

  MIT

• Elasticsearch/OpenSearch MCP

  Rbedoyag

  A

  security

  A

  license

  -

  quality

  An MCP server that enables interaction with Elasticsearch and OpenSearch clusters for searching documents and managing indices. It provides tools for cluster health monitoring, index configuration, and general API requests.

  Last updated 2025-07-05

  16

  Apache 2.0

• Elasticsearch MCP Server

  TocharianOU

  -

  security

  A

  license

  -

  quality

  Enables comprehensive interaction with Elasticsearch APIs through natural language queries, specifically optimized for security analysis, threat detection, incident investigation, and compliance monitoring with advanced machine learning capabilities for anomaly detection.

  Last updated 2026-02-03

  27

  5

  Apache 2.0

• query-sanitizer-mcp

  vidoluco

  -

  security

  F

  license

  -

  quality

  A local DLP middleware that redacts sensitive information from prompts using local models before they reach external LLMs. It provides tools to sanitize queries, restore placeholders in responses, and manage a ledger of redactions to maintain data privacy.

  Last updated 2026-03-29

  1

• Database Query MCP

  NewToolAI

  -

  security

  A

  license

  -

  quality

  A versatile tool that enables querying and exporting data from multiple relational databases (MySQL, PostgreSQL, Oracle, SQLite, etc.) in read-only mode for data safety.

  Last updated 2025-06-17

  9

  Apache 2.0

• Custom Elasticsearch MCP

  M0-AR

  -

  security

  F

  license

  -

  quality

  A high-performance MCP server that connects tools like Cursor to Elasticsearch clusters using public-key authorization instead of API keys. It provides optimized tools for searching data, listing indices, and inspecting cluster mappings or shards with support for concurrent requests.

  Last updated 2026-01-15

• Dune Query MCP

  olaxbt

  -

  security

  F

  license

  -

  quality

  A bridge that connects Dune Analytics blockchain data to AI applications through Model Control Protocol, allowing LLMs to access on-chain data via natural language interactions.

  Last updated 2025-05-25

  8

• JSON Query MCP

  mgraczyk

  A

  security

  F

  license

  -

  quality

  A Model Context Protocol server for querying large JSON files using JSONPath expressions, enabling LLMs to efficiently search and extract information from large JSON data.

  Last updated 2025-05-20

  3

  10

• Elasticsearch MCP Server by

  CDataSoftware

  -

  security

  A

  license

  -

  quality

  Elasticsearch MCP Server by CData

  Last updated 2025-10-18

  MIT

• CHOFF-A-MCP (Anamnesis)

  dd-dent

  -

  security

  A

  license

  -

  quality

  Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.

  Last updated 2025-07-03

  1

  MIT

• sql-query-mcp

  andyWang1688

  A

  security

  A

  license

  A

  quality

  A general-purpose MCP server that lets AI work with multiple databases within clear boundaries.

  Last updated 2026-03-22

  8

  MIT

• dandi-query-server

  bendichter

  -

  security

  F

  license

  -

  quality

  Enables complex queries over data on the DANDI Archive and provides a system for managing text notes. It features tools for note creation, resources for note access via custom URIs, and prompts for generating summaries.

  Last updated 2025-06-16

• A-Share MCP Server

  firmmaple

  -

  security

  A

  license

  -

  quality

  Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.

  Last updated 2025-07-17

  23

  MIT

• MCP Blockchain Query Server

  pavel-bc

  -

  security

  F

  license

  -

  quality

  A Model Context Protocol server providing tools for querying Bitcoin blockchain data via Blockchain Data and Query APIs, supporting various BTC information retrieval functions.

  Last updated 2025-12-07

  1

• mcp-snowflake-server-no-write

  sgriffin-magnoliacap

  A

  security

  A

  license

  -

  quality

  MCP server for snowflake that doesn't allow write operations under any circumstances, and includes a system prompt.

  Last updated 2025-06-30

  GPL 3.0

• All-in-One Dev

  nguyenvanduocit

  -

  security

  F

  license

  -

  quality

  All In One Model Context Protocol: qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, ...

  Last updated 2025-02-24

  102

• No-as-a-Service (NoaaS)

  Koneisto

  -

  security

  A

  license

  -

  quality

  Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

  Last updated 2026-01-21

  5

  MIT

• Realty In Au MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Enables access to Australian real estate data through the Realty In Au API, supporting property listings, agent/agency information, property details, school lookups, and property search with various filters.

  Last updated 2025-12-07

  13

  MIT

• Realty In Ca1 MCP Server

  BACH-AI-Tools

  A

  security

  A

  license

  -

  quality

  Enables users to access the Realty In Ca1 API to search for residential and commercial property listings, view detailed property information, and retrieve neighborhood demographics or statistics. It supports filtering by geographic location, price range, building type, and other real estate characteristics.

  Last updated 2025-12-07

  13

  MIT

• mcp-dreamlaunchers-in

  dreamlaunchersin

  -

  security

  -

  license

  -

  quality

  DREAM LAUNCHERS INTERIORS PRIVATE LIMITED

  Last updated 2026-02-02

• Chainflip Broker as a Service

  CumpsD

  -

  security

  A

  license

  -

  quality

  Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress. No API key required to get started.

  Last updated 2026-03-21

  2

  MIT

• PostgreSQL Query MCP Server

  RathodDarshil

  A

  security

  F

  license

  -

  quality

  A secure Model Context Protocol server that allows Claude to execute read-only SQL queries against a PostgreSQL database, enabling natural language interaction with database data.

  Last updated 2025-03-08

  1

• docs-to-mcp

  fayazara

  -

  security

  F

  license

  -

  quality

  A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances into an MCP server for querying documentation. It enables AI models to search and retrieve relevant information from custom document sets stored in R2 buckets.

  Last updated 2025-12-10

  10

• MySQL Query MCP Server

  devakone

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that provides read-only MySQL database queries for AI assistants, allowing them to execute queries, explore database structures, and investigate data directly from AI-powered tools.

  Last updated 2025-05-31

  3

  95

  13

  MIT

• A-Share MCP Server

  24mlight

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  636

  MIT

• A-MEM: Agentic Memory System

  tobs-code

  -

  security

  F

  license

  -

  quality

  Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

  Last updated 2026-02-03

  6

• Social Download All In One

  BACH-AI-Tools

  -

  security

  A

  license

  -

  quality

  Enables downloading content from various social media platforms through a unified API. Provides a single tool to download media from multiple social networks using the Social Download All In One service.

  Last updated 2025-12-07

  MIT

• text-to-model

  mikan-atomoki

  A

  security

  A

  license

  -

  quality

  Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets,and JIS standard parts.

  Last updated 2026-03-16

  65

  1

  MIT

• markdown-to-html

  fashionzzZ

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that converts Markdown content to HTML format.

  Last updated 2025-06-03

  1

  2,178

  3

  MIT

• Elasticsearch MCP Server

  rishab2404

  A

  security

  A

  license

  -

  quality

  Connects to Elasticsearch databases using the Model Context Protocol, allowing users to query and interact with their Elasticsearch indices through natural language conversations.

  Last updated 2025-06-26

  4

  3

  Apache 2.0

• OpenAPI to MCP

  EvilFreelancer

  -

  security

  A

  license

  -

  quality

  A standalone proxy that transforms any OpenAPI or Swagger-described REST API into an MCP server by mapping API operations to executable MCP tools. It enables AI clients to interact with existing web services through automated HTTP requests based on their official documentation.

  Last updated 2026-02-21

  21

  14

  MIT

• code-to-tree

  micl2e2

  -

  security

  A

  license

  -

  quality

  code-to-tree

  Last updated 2026-03-14

  82

  MIT

• imessage-query-fastmcp-mcp

  hannesrudolph

  -

  security

  F

  license

  -

  quality

  An MCP server that provides safe access to your iMessage database through MCP, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling

  Last updated 2026-02-03

  77

• Anything-to-NotebookLM

  joeseesun

  -

  security

  A

  license

  -

  quality

  An MCP server that automates converting diverse content sources like WeChat articles, YouTube videos, and various document formats into AI-generated outputs such as podcasts and slide decks via Google NotebookLM. It integrates specialized tools for web scraping, OCR, and file transformation to facilitate seamless content generation through natural language.

  Last updated 2026-04-10

  665

  MIT

• Swagger to MCP

  suhailtajshaik

  -

  security

  A

  license

  -

  quality

  Automatically converts Swagger/OpenAPI specifications into dynamic MCP tools, enabling interaction with any REST API through natural language by loading specs from local files or URLs.

  Last updated 2025-12-05

  MIT

• Skill-to-MCP

  biocontext-ai

  A

  security

  A

  license

  -

  quality

  Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.

  Last updated 2026-02-27

  3

  21

  Apache 2.0

• Fan Out Query MCP

  houtini-ai

  A

  security

  A

  license

  -

  quality

  Advanced content gap analysis using Query Decomposition and Keyword Fan-Out (Google's patented methodology). Tells you exactly what user queries your content covers - and what it misses. Built on academic research because I needed to understand how AI search engines actually evaluate content.

  Last updated 2026-03-22

  1

  50

  9

  Apache 2.0