"MCP server for transaction description enrichment using LLMs" matching MCP servers:

• Enrichment MCP Server

  MSAdministrator

  F

  license

  C

  quality

  C

  maintenance

  A Model Context Protocol server that enables users to perform third-party enrichment lookups for security observables (IP addresses, domains, URLs, emails) through services like VirusTotal, Shodan, and others.

  Last updated 2025-04-30

  1

  5

• Enrichment MCP Server

  synackpwn

  F

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol server that performs third-party threat intelligence enrichment for various observables (IP addresses, domains, URLs, emails) using services like VirusTotal, Shodan, and AbuseIPDB.

  Last updated 2025-04-26

• llms-mcp

  druellan

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that exposes the llms.txt file and its referenced local or external resources from a project root to provide context for AI models. It automatically parses documentation links and URLs to make them accessible as additional MCP resources.

  Last updated 2025-07-04

  1

  MIT

• MCP-llms-txt

  SecretiveShell

  A

  license

  -

  quality

  C

  maintenance

  MCP server for SecretiveShell/Awesome-llms-txt. Add documentation directly into your conversation via MCP resources.

  Last updated 2025-03-09

  24

  MIT
• 

  Job Description AI MCPofficial

  CSOAI-ORG

  A

  license

  -

  quality

  B

  maintenance

  Job Description AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-05-08

  95

  MIT

• Image Description MCP Server

  7etsuo

  F

  license

  -

  quality

  C

  maintenance

  Enables AI assistants to analyze images from URLs or local files using xAI's Grok API. Provides detailed image descriptions, technical metadata extraction, and optical character recognition (OCR) capabilities.

  Last updated 2025-09-15

  7

• 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

• llms-txt-mcp

  tenequm

  A

  license

  -

  quality

  B

  maintenance

  Enables fast, token-efficient access to large documentation files in llms.txt format through semantic search. Solves token limit issues by searching first and retrieving only relevant sections instead of dumping entire documentation.

  Last updated 2025-08-18

  3

  MIT

• MCP User Data Enrichment

  jekakos

  F

  license

  -

  quality

  C

  maintenance

  Enriches user data by generating and providing social media profile links (Instagram, Facebook, Twitter, LinkedIn) based on user information like name and birth date.

  Last updated 2025-10-02

• MCP server for Revit - Python

  mcp-servers-for-revit

  A

  license

  A

  quality

  B

  maintenance

  Enables Large Language Models to access and manipulate Autodesk Revit models through a pyRevit-based bridge and the Model Context Protocol.

  Last updated 2026-03-05

  20

  121

  MIT

• MongoDB MCP Server for LLMs

  rock913

  A

  license

  -

  quality

  C

  maintenance

  An MCP server that enables large language models to interact directly with MongoDB databases, allowing them to query collections, inspect schemas, and manage data through natural language.

  Last updated 2025-03-15

  555

  MIT

• MongoDB MCP Server for LLMs

  nickiiitu

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol server that enables LLMs to interact directly with MongoDB databases, allowing users to query collections, inspect schemas, and manage data through natural language.

  Last updated 2025-06-26

  555

  2

  MIT

• MongoDB MCP Server for LLMs

  vivek1612

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol server that enables LLMs to interact directly with MongoDB databases, allowing users to query collections, inspect schemas, and manage data through natural language.

  Last updated 2025-03-15

  555

  MIT

• Todo for AI MCP Server

  todo-for-ai

  A

  license

  -

  quality

  C

  maintenance

  Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

  Last updated 2026-03-24

  64

  Apache 2.0

• Couchbase MCP Server for LLMs

  Aniket310101

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol server that enables large language models to interact directly with Couchbase databases through natural language, supporting operations like querying buckets, performing CRUD operations, and executing N1QL queries.

  Last updated 2025-05-05

  37

  7

  MIT

• mcp-server-for-powershell

  danielklecha

  A

  license

  A

  quality

  B

  maintenance

  Unofficial Powershell MCP server

  Last updated 2026-01-26

  2

  1

  MIT

• MCP Server for OSCAL

  awslabs

  A

  license

  A

  quality

  C

  maintenance

  Provides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.

  Last updated 2026-05-26

  40

  43

  Apache 2.0

• MCP Server for Splunk

  deslicer

  A

  license

  A

  quality

  C

  maintenance

  Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.

  Last updated 2026-05-11

  53

  23

  Apache 2.0

• MCP Server for Intercom

  raoulbia-ai

  A

  license

  A

  quality

  D

  maintenance

  An MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.

  Last updated 2025-04-25

  4

  8

  Apache 2.0

• MCP Server for Google Search

  mcp-for-dev

  F

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.

  Last updated 2025-05-15

  2

  8

  2