Querying Elasticsearch (ES)

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Querying Elasticsearch (ES)

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Why this server?
This server enables Large Language Models to interact with Elasticsearch clusters, allowing them to manage indices and execute search queries using natural language.
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.
1
JavaScript
Why this server?
An MCP server implementation that enables AI models to discover, search, and analyze data stored in Typesense collections through tools for querying documents, retrieving specific items, and accessing collection statistics.
Typesense MCP Server
suhail-ak-s
-
security
A
license
-
quality
An MCP server implementation that enables AI models to discover, search, and analyze data stored in Typesense collections through tools for querying documents, retrieving specific items, and accessing collection statistics.
7
3
TypeScript
MIT License
Why this server?
Provides a semantic memory layer that integrates LLMs with OpenSearch, enabling storage and retrieval of memories within the OpenSearch engine.
MCP Server for OpenSearch
ibrooksSDX
-
security
A
license
-
quality
Provides a semantic memory layer that integrates LLMs with OpenSearch, enabling storage and retrieval of memories within the OpenSearch engine.
Python
Apache 2.0
Why this server?
Provides semantic search capability over Obsidian vaults and exposes recent notes as resources to Claude through the MCP protocol.
Obsidian Index MCP Server
tcsavage
-
security
F
license
-
quality
Provides semantic search capability over Obsidian vaults and exposes recent notes as resources to Claude through the MCP protocol.
5
Python
Why this server?
A server that enables MCP clients like Anthropic Claude App to interact with local Zotero libraries, allowing users to search papers, manage notes, and access research materials through natural language.
Zotero MCP Server
swairshah
-
security
A
license
-
quality
A server that enables MCP clients like Anthropic Claude App to interact with local Zotero libraries, allowing users to search papers, manage notes, and access research materials through natural language.
2
Python
Apache 2.0
Why this server?
A Model Context Protocol server that enables semantic search and RAG over your Apple Notes, allowing AI assistants like Claude to search and reference your notes during conversations.
MCP Apple Notes
Tom-Semple
-
security
F
license
-
quality
A Model Context Protocol server that enables semantic search and RAG over your Apple Notes, allowing AI assistants like Claude to search and reference your notes during conversations.
6
TypeScript
Why this server?
Enables AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces.
adx-mcp-server
pab1it0
Verified
A
security
A
license
A
quality
AI assistants to query and analyze Azure Data Explorer databases through standardized interfaces.
4
26
Python
MIT License
Why this server?
Persistent development memory server that automatically captures and organizes development context, code changes, and user interactions across projects.
Dev Memory MCP Server
TrackerXXX23
-
security
F
license
-
quality
Persistent development memory server that automatically captures and organizes development context, code changes, and user interactions across projects.
2
TypeScript
Why this server?
A server that enables document searching using Vertex AI with Gemini grounding, improving search results by grounding responses in private data stored in Vertex AI Datastore.
MCP Server for Vertex AI Search
ubie-oss
-
security
A
license
-
quality
A server that enables document searching using Vertex AI with Gemini grounding, improving search results by grounding responses in private data stored in Vertex AI Datastore.
7
Python
Apache 2.0
Why this server?
A Python implementation of an MCP server that extracts webpage content, removes ads and non-essential elements, and transforms it into clean, LLM-optimized Markdown.
Mozilla Readability Parser MCP Server
jmh108
-
security
A
license
-
quality
A Python implementation of an MCP server that extracts webpage content, removes ads and non-essential elements, and transforms it into clean, LLM-optimized Markdown.
1
Python
MIT License