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qualityAn MCP Server that enables interaction with Ticketmaster's Discovery API for accessing event, venue, and artist information through natural language commands.
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"MCP server for codebase discovery and structure generation" matching MCP servers:
- -securityAlicense-qualityProvides comprehensive codebase analysis including project structure evaluation, cross-language duplicate detection, microservices validation, and configuration optimization with AI-powered pattern learning that generates actionable improvement reports.Last updatedMIT
- -securityAlicense-qualityProvides secure and efficient tools for codebase analysis, including file management, metadata retrieval, and dependency tree traversal. It allows LLMs to explore project structures and search for configuration files within a restricted root directory.Last updated83MIT
- -securityAlicense-qualityA Model Context Protocol server that analyzes application codebases with real-time file watching, providing AI assistants like Claude with deep insights into project structure, code patterns, and architecture.Last updatedMIT
- -securityFlicense-qualityAn MCP server that enables natural language interaction with Google's Discovery Engine API, allowing users to search, recommend, and manage data through conversational interfaces.Last updated
- AsecurityAlicense-qualityA Model Context Protocol server that enables AI agents to retrieve and understand entire codebases at once, providing tools to analyze local workspaces or remote GitHub repositories.Last updated532978MIT
- AsecurityAlicense-qualityProvides AI assistants with real-time visibility into your codebase's internal libraries, team patterns, naming conventions, and usage frequencies to generate code that matches your team's actual practices.Last updated1015640
- -securityFlicense-qualityHTTP-based server that provides semantic code search capabilities to IDEs through the Model Context Protocol, allowing efficient codebase exploration without repeated indexing.Last updated17115
- -securityFlicense-qualityEnables AI assistants to semantically search and understand code repositories using PostgreSQL with pgvector embeddings. Provides repository indexing, natural language code search, and development task management with git integration.Last updated
- -securityFlicense-qualityEnables semantic search across your codebase using Google's Gemini embeddings and Qdrant Cloud vector storage. Supports 15+ programming languages with smart code chunking and real-time file change monitoring.Last updated1819
- AsecurityAlicense-qualityDiscovers and routes across 251+ x402-enabled payment services with smart routing strategies (cheapest, fastest, most trusted) and signed attestations. Provides real-time health monitoring, facilitator compatibility checks, and service quality scoring for the x402 agent payment ecosystem.Last updated51MIT
- -securityFlicense-qualityA minimalist indexing tool that provides AI agents with semantic search and structural AST parsing for deep codebase understanding. It enables autonomous agents to navigate large codebases predictably using vector embeddings and native language server capabilities like definition and reference tracking.Last updated
- -securityFlicense-qualityAn MCP server that provides access to Google's API Discovery Service, allowing agents to discover and interact with Google APIs through natural language commands.Last updated
- AsecurityAlicense-qualityDiscovers, inspects, and executes requests against OpenAPI or Swagger APIs directly from documentation URLs or specification files. It enables users to trace parameter usage across an API and perform authenticated HTTP requests through a structured toolset.Last updated8312MIT
- -securityFlicense-qualityEnables AI agents to index and search across SQLite databases and CSV files to discover table schemas and column metadata. It provides a unified MCP API for data source management and structural exploration through natural language.Last updated
- -securityFlicense-qualityEnables semantic search and retrieval of code files using embeddings stored in PostgreSQL. Supports intelligent codebase exploration through natural language queries, file listing, and content retrieval.Last updated12
- -securityFlicense-qualityEnables semantic code search across multiple repositories using AST-aware chunking and relationship tracking. Supports local LLM embeddings, real-time indexing, and cross-codebase dependency analysis through vector and graph databases.Last updated3
- AsecurityAlicenseAqualityUpload your raw DNA file from 23andMe, AncestryDNA, MyHeritage, FamilyTreeDNA, or any VCF -- and watch a team of AI agents fan out across 16+ public genomics databases, share discoveries with each other in real time, and produce a comprehensive health report. Everything runs on your machine. Nothing is uploaded anywhere.Last updated2412MIT
- AsecurityAlicense-qualityProvides image generation capabilities for Claude using the Replicate Flux model, allowing users to create images from text prompts with customizable parameters like aspect ratio and output format.Last updated13851MIT
- -securityFlicense-qualityA server component of the Model Context Protocol that provides intelligent analysis of codebases using vector search and machine learning to understand code patterns, architectural decisions, and documentation.Last updated11
- -securityAlicense-qualityAnalyzes API codebases from GitHub and Bitbucket repositories to generate Postman collections, business reports, and detailed code insights. Supports multiple frameworks including FastAPI, Spring Boot, Flask, Express, and OpenAPI/Swagger specifications.Last updatedMIT
- AsecurityAlicense-qualityA Model Context Protocol (MCP) server designed to easily dump your codebase context into Large Language Models (LLMs).Last updated133Apache 2.0
- -securityAlicense-qualityAI-powered content and image generation server with Google Imagen 3/4 for images, Veo 2/3 for videos, and Claude/Gemini for marketing copywriting, including batch processing, cost estimation, and campaign planning tools.Last updatedMIT
- -securityFlicense-qualityAn MCP server that indexes local Python projects into a SQLite database to enable efficient symbol searching and dependency tracking. It allows users to find function or class definitions, trace module imports, and read file contents through natural language interfaces.Last updated
- AsecurityAlicense-qualityEnables AI-powered image generation using Azure DALL-E 3 and FLUX models with intelligent automatic model selection. Generates stunning photorealistic or creative images directly within LibreChat through simple text prompts.Last updated1101MIT
- AsecurityFlicense-qualityProvides tools for auditing and fixing scaffolded VA forms to ensure they follow best practices and VA.gov content standards. Enables automated validation, agent prompt generation, and orchestration of form fixes across any vets-website workspace.Last updated51
- AsecurityAlicense-qualityAn MCP server that generates AI agent tools from Postman collections and requests. This server integrates with the Postman API to convert API endpoints into type-safe code that can be used with various AI frameworks.Last updated113MIT
- -security-license-qualityA Model Context Protocol server that provides semantic understanding of codebases using Qdrant vector database, enabling AI assistants to search files by purpose, discover relationships between files, analyze architecture, and identify refactoring opportunities.Last updated
- -securityFlicense-qualityAn 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
- AsecurityAlicense-qualityGenerates blog and social media images using Google's Gemini AI with pre-configured platform presets for Ghost, Medium, Instagram, Twitter, LinkedIn, YouTube, and more.Last updated29MIT
- -securityAlicense-qualityProvides 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 updated4Apache 2.0
- AsecurityAlicense-qualityEnables 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 updated15287MIT
- -securityAlicense-qualityThis server facilitates scalable discovery and execution of OpenAPI endpoints using semantic search and high-performance processing, overcoming limitations of large spec handling for streamlined API interactions.Last updated82MIT
- AsecurityAlicense-qualityEnables 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 updated18MIT
- AsecurityAlicense-qualityUnofficial Powershell MCP serverLast updated1MIT
- AsecurityAlicense-qualityEnables 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 updated5221Apache 2.0
- AsecurityAlicense-qualityAn MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.Last updated48Apache 2.0
- -securityAlicense-qualityProvides 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 updated35Apache 2.0
- AsecurityFlicense-qualityA Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.Last updated232
- -securityFlicense-qualityAn AI-centric MCP server that enables automated Xilinx Vivado workflows, including project management, synthesis, implementation, and timing analysis. It allows AI agents to drive hardware design processes while integrating directly with the official Vivado GUI for visual context.Last updated1
- -securityAlicense-qualityEnables image generation using Google's Gemini 2 API with customizable parameters like aspect ratio, number of samples, and person generation settings.Last updated145MIT
- AsecurityAlicense-qualityA customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.Last updated114Apache 2.0
- AsecurityAlicense-qualityEnables 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 updated401Apache 2.0
- -securityAlicense-qualityDiscovers and queries x402-payable APIs at runtime — enables autonomous agents to find, evaluate, and pay for services via USDC micropayments on Base without API keys or subscriptions.Last updatedMIT
- AsecurityFlicense-qualityEnables 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 updated242
- AsecurityFlicense-qualityAnalyzes source code across multiple languages to extract structural elements like classes, functions, and parameters using tree-sitter. It provides LLM-optimized markdown output that includes nesting levels, line numbers, and signatures to facilitate codebase navigation.Last updated1
- AsecurityAlicense-qualityMCP Server for stock and cryptoLast updated18372MIT
- -securityFlicense-qualityTranslates natural language commands into structured geometric operations for a simulated CAD engine using LLMs. It enables users to create shapes, modify dimensions, and perform 3D operations like extrusion through the Model Context Protocol.Last updated
- AsecurityAlicense-qualityAutomatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.Last updated3GPL 3.0
- AsecurityFlicenseBqualityCross-exchange crypto orderflow for AI agents. 20 exchanges, 26 tokens, 9 tools — CVD, whale activity, funding/OI, 7-year OHLCV, on-chain address risk (EVM + Solana). Pay-per-call USDC via x402, no API key.Last updated9162MIT
