QDrant RagDocs
Integrates Retrieval-Augmented Generation using Qdrant vector database and embeddings to enable semantic search and management of documentation.
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Image Analysis (GPT-4 Vision)
Enables image analysis using GPT-4-turbo's vision capabilities for extracting information, generating descriptions, and answering questions about visual content
HR Policy Chatbot
Enables HR departments to provide workplace policy information through a RAG-based chatbot that indexes, retrieves, and generates answers from PDF…
Docent (Image Description)
Enables AI systems to generate detailed descriptions of images for accessibility applications, content analysis, and visual media interactions.
OpenRouter Conversation Manager
Provides a unified conversation management system for OpenRouter's language models with features like token counting, context window management, and filesystem…
World ID and MiniApps Documentation
Provides AI access to World ID and MiniApps documentation through vector search capabilities, enabling developers to retrieve relevant technical information…
Research Notion
Integrates with Notion to enable AI-powered survey creation, data retrieval, and analysis for research projects.
GitHub Triage
Automates GitHub issue management with intelligent triage and labeling based on issue content, reducing manual work for repository maintainers.
SparkMango
Converts Solidity smart contracts into RESTful API implementations, enabling applications to interact with blockchain contracts without requiring deep…
Browser Use
Provides browser automation capabilities through a simple API, enabling execution of web tasks using natural language instructions
Role-Specific Context
Enables AI systems to maintain distinct expert personas through role-based context management with vector search capabilities for consistent domain expertise…
Health Information API
Simple MCP server to provide health related metrics
Discode (Code Mode MCP)
Code Mode enabled MCP server - save 90% of token usage for any MCP-compatible agent
Compiler Explorer
Connects to Compiler Explorer API for listing programming languages, retrieving available compilers, and compiling source code with customizable options…
LLM Gateway
Unified gateway for managing multiple LLM providers with automatic model selection, semantic caching, and cost optimization features for reliable production…
SonarQube
Provides seamless integration with [SonarQube](https://www.sonarsource.com/) Server or Cloud, and enables analysis of code snippets directly within the agent…
searchcode.com — Code Intelligence for LLMs
Structured access to code analysis, search, and retrieval for any public git repository—purpose-built for large language models.
QR for Agent
Dynamic QR code MCP server for AI agents — create, update, track QR codes
Investec MCP: Banking API for AI Agents
MCP server for the Investec Private Banking API
Code Scalpel
Code Scalpel is an MCP server that upgrades your AI coding agent with surgical, graph-based tools for precise analysis, atomic refactoring, and 99% lower token…
Raysurfer Code Caching
MCP server for LLM output caching and reuse. Caches and retrieves code from prior AI agent executions, delivering cached outputs up to 30x faster.
Tidewave Rails
Tidewave MCP provides runtime-level tools to develop Ruby on Rails apps. Your agent will be able to talk to your running application: execute code in your…
Teckel Ethereum Toolkit
This MCP server provides access to a subset of the teckel web3 Ethereum JSON-RPC services—namely those that require read only access to the blockchain (Mainnet…
Backup
Provides specialized backup and restoration for code editing tools, creating timestamped snapshots with contextual metadata that preserve both file content and…