Sample S3 Model Context Protocol Server
# Sample S3 Model Context Protocol Server An MCP server implementation for retrieving data such as PDF's from S3. ## Features ### Resources Expose AWS S3 Data…
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Ffl Mcp – Give Ai A "send File" Capability Via P2p (local First)
# FastFileLink MCP Server ## Overview FastFileLink (ffl) MCP server allows you to instantly turn any local file or folder into a secure HTTPS link via…
Firebase
Enables Firebase Authentication, Firestore, and Storage operations for developers building applications that require seamless backend service integration.
Chroma
Integrates with Chroma vector database to enable collection management, document operations, and vector search capabilities for knowledge bases and…
Mentor (Deepseek)
Integrates with Deepseek API to provide AI-powered mentorship capabilities for code review, design critique, writing feedback, and idea brainstorming.
Toolbox
Integrates with external APIs and services to provide command execution, Figma file interaction, and file operations, enhancing LLM capabilities for UI/UX…
pdfmux — PDF extraction that actually works
MCP server for pdfmux — the only PDF extractor that audits every page. #2 on opendataloader-bench (200 real-world PDFs). 5 tools: get_pdf_metadata…
JUCE Docs
Parses JUCE Framework HTML documentation from Stanford CCRMA's website, converting class details into markdown-formatted resources for developers to easily…
Activepieces
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI…
Daipendency (Public API docs)
Extracts public API documentation from a library and outputs it in an LLM-friendly format.
Image Processor
Enables image retrieval, processing, and display from both URLs and local files with automatic compression and formatting for visual content integration.
Gauntlet Incept
Integrates with QTI services and LLMs to generate personalized educational content tailored to students' knowledge levels and interests, streamlining the…
RAGDocs (Vector Documentation Search)
Enables semantic documentation search and retrieval using vector databases, allowing for URL extraction, source management, and indexing queues with support…
ATLAS
A task management system for LLM agents to manage projects, tasks, and knowledge using a Neo4j database for complex workflow automation.
AppointySaastak UI Components
Provides a resource-based interface for accessing and utilizing UI components from the AppointySaastak library, serving login interface templates with…
GemForge (Gemini Tools)
MCP server to empower your agent with enterprise-grade Gemini integration for codebase analysis, live search, text/PDF/image processing, and more on your…
Mcpn
Provides specialized software development tools through a data-driven configuration system that loads tool definitions from YAML files for thinking, coding…
text_file_read_and_refactor_mcp
About Token-efficient Python stdio MCP server exposing safe text-file search, reading, and refactoring tools. Tools automatically resolve the file BOM and…
Bing Webmaster Tools
Integrates with Bing Webmaster Tools API to enable complete site management, URL submission, traffic analysis, crawling, keyword research, and content…
File System Tools
Provides file system management tools for directory analysis, file operations, and document management through a FastMCP server implementation.
Pocketbase
# pocketbase-mcp [](LICENSE) [
Couchbase
Interact directly with Couchbase databases on Capella clusters. Query buckets, perform CRUD operations, execute N1QL queries, and manage data seamlessly…
ConvertAPI MCP Hosted Server
ConvertAPI MCP Hosted Server exposes document converters and tools as discoverable tools for MCP-compatible AI clients using OAuth for authentication.
s3-tools MCP Server
Provides tools for interacting with AWS S3 buckets.