AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
JIRA
MCP (Model Context Protocol) Server. Integrates with JIRA issue tracking systems to enable retrieving, searching, creating, and updating issues, listing projects, and logging work time directly within conversations.
Framelink Figma MCP Server
Enables AI coding tools like Cursor to access Figma design files and metadata, allowing accurate one-shot implementation of designs in any framework by providing simplified layout and styling information from the Figma API.
twitterapi-io-mcp
Provides offline-first access to TwitterAPI.io documentation, including 54 API endpoints, authentication guides, and pricing details for AI assistants.
DevSecOps MCP Server
An MCP server that integrates SAST, DAST, and SCA security tools to enable AI-driven vulnerability scanning and automated security reporting. It allows AI assistants to execute and analyze results from tools like Semgrep, OWASP ZAP, and Trivy within a DevSecOps workflow.
agentic-memory-server
@shin1ohno/sage
An intelligent task management assistant that analyzes tasks for priority and duration, intelligently routing them to Apple Reminders or Notion based on deadlines while coordinating with Google Calendar.
sirv-ai-mcp-server
MCP server for Sirv AI Studio - AI-powered image and video processing
Things 3 MCP Server
A macOS-specific MCP server that enables LLMs to manage tasks in Things 3 using AppleScript. Users can query existing todos and create new tasks across various built-in lists through natural language.
paper-search-mcp
Enables searching for academic papers and preprints across multiple platforms including Semantic Scholar, arXiv, PubMed, and CrossRef. It provides access to research records, DOI lookups, and journal metadata through a unified interface deployed on Cloudflare Workers.
Google Sheets
A robust MCP server that enables AI systems to perform full CRUD operations on Google Sheets, including metadata retrieval, cell value manipulation, and sheet management.
Google Maps Places
A Google Maps Places MCP server that enables AI systems to perform text-based place searches and retrieve business information and photos. It operates as an OAuth proxy to securely interface with the Google Places API (New).
Google Calendar
A comprehensive MCP server for managing Google Calendar that enables AI agents to schedule meetings, RSVP to invites, check availability, and manage event details via OAuth proxy.
Google Contacts
A Google Contacts MCP server that enables AI assistants to list, search, create, update, and delete contacts and search organization directories.
oracle-mcp
A tool-focused MCP server that provides a unified interface to consult expert AI models like Codex or Claude via CLI for architectural analysis and complex problem-solving.
Context Injection MCP Server
This MCP server automatically injects development framework context, workflows, and Knowledge Graph references into Claude conversations based on keyword triggers. It is designed to help solo developers maintain consistent patterns and AI collaboration frameworks across different tasks.
Zhipu AI Image Generator MCP Server
A Zhipu AI MCP server utilizing CogView4 for high-quality text-to-image generation with support for various aspect ratios and local file persistence.
Todoist MCP Server
Connects AI assistants to Todoist for comprehensive task management, enabling natural language creation, updating, and organization of tasks, projects, sections, and labels.
binal-mcpserver
An MCP server that provides a RAG-powered 'digital twin' of Binal's professional resume, allowing AI assistants to query specific skills, experience, and background data using Upstash Vector.
LAML MCP Server
A specialized MCP server for loading, parsing, and validating LAML (YAML-based markup language) documents directly from the filesystem.
deep-research-mcp-server
An AI-powered research assistant that utilizes Gemini 2.5 Flash and Google Search Grounding to perform iterative, multi-step investigations and generate structured scholarly reports.
Fetch as Markdown
A specialized tool for converting web pages into clean, token-efficient markdown by extracting main content and stripping away navigation, ads, and sidebars.
statecli
A memory and self-awareness layer for AI agents that enables state tracking, replaying actions, undoing mistakes via rollbacks, and creating checkpoints for safe experimentation.
BowenXU0126-aistudio_hw3
A simple greeting server that provides personalized salutations with optional pirate-themed flair.
aigroup-news-mcp
MCP news search service providing news aggregation and search capabilities
bedrock-prompts-mcp
A Model Context Protocol server that enables seamless management and invocation of AWS Bedrock managed prompts, including support for batch processing and streaming responses.
itglue-mcp-server
An unofficial Model Context Protocol server that enables AI assistants to manage ITGlue documents, sections, and organizations via the ITGlue API. It supports full CRUD operations, organization lookups, and regional API endpoints for US, EU, and Australia.
comet_mcp
Connects Claude Code to Perplexity Comet for agentic web browsing and deep research using an isolated browser instance. It bridges high-level coding tasks with Perplexity's web intelligence to handle navigation, logins, and dynamic content.
multi-agent-mcp
An intelligent routing layer for AI coding environments that analyzes tasks and guides primary agents like Claude to delegate specific workloads (security, refactoring, etc.) to specialized CLI tools.
Asana
A comprehensive MCP server for Asana that provides over 30 tools for managing tasks, projects, workspaces, and attachments, enabling full automation of project management workflows through LLMs.
MCP Playwright Browser
Exposes Playwright-powered automation tools to AI assistants for navigating web pages, interacting with elements, and extracting structured data. It features specialized scrapers for Indeed and Google Search, along with stealth mode to bypass bot detection.