An MCP server that enables AI agents like Claude, Cursor, and Windsurf to create, edit, and manage Excalidraw diagrams directly within conversations, leveraging Excalidraw's hand-drawn aesthetic and JSON-based format for programmable diagramming.
An AI-powered MCP server for automated security assessment of documents and questionnaires, supporting PDF, Word, Excel, and PPT formats. Features a RAG-based knowledge base for policy compliance checks, structured JSON/Markdown output with risk items and remediation suggestions, and integration with multiple LLMs including OpenAI, Claude, and Ollama.
Persistent, searchable shared memory MCP server for AI coding agents that works across clients. Achieves 97.2% Recall@10 on LongMemEval using a single PostgreSQL query with pgvector and tsvector hybrid search, without neural rerankers or knowledge graphs.
Zero-configuration multi-platform job aggregation MCP server that searches and retrieves job listings from major recruitment websites. Requires no API key or registration and supports filtering by job title, city, salary range, and more.
An open-source regression testing framework for AI agents that snapshots agent behavior, detects when it breaks, and blocks regressions in CI. Works with LangGraph, CrewAI, OpenAI agents, and any OpenAI-compatible provider.
An MCP server for AI-powered 3D globe control via CesiumJS, enabling natural language interaction with camera, layers, entities, and spatial analysis through 19 tools and 2 resources.
MCP server for Minecraft providing AI agents with full game control through 30 verified skills for common tasks. Supports multi-bot management, flexible server connections, and compatibility with any MCP client including Claude Desktop.
MySQL database MCP server supporting AI-assisted safe database operations. Features StreamableHTTP protocol, header-based credential security, multi-database management, and dynamic connection switching.
A standalone MCP server and CLI for AI-native ontology engineering, exposing 39 tools and 5 workflow prompts to validate, query, diff, lint, version, and persist RDF/OWL ontologies using an in-memory Oxigraph triple store.
MCP server for semantic code search that indexes local workspaces using Cursor backend RepositoryService, providing code search and incremental sync capabilities.
A headless Ghidra MCP server that gives AI agents full access to reverse-engineering workflows including disassembly, decompilation, patching, type management, and scripting across 212 tools in 34 feature groups, designed for containerized agent environments.
A self-hosted mem0 MCP server for Claude Code that provides persistent cross-session memory using Qdrant vector storage, Ollama embeddings, and optional Neo4j knowledge graph, with 11 MCP tools for full memory management and automatic session hooks.
Geospatial analysis MCP server with epistemic reasoning that requires AI agents to justify methodological choices. Provides GDAL-powered raster and vector analysis with a reflection middleware system and 75% cache hit rate.
A containerized MCP service that allows AI clients to interact with your personal data and act on your behalf, running via Docker with support for multiple MCP client configurations.
An MCP server and CLI tool that intelligently analyzes YouTube videos by processing subtitles server-side, reducing token usage from thousands down to 200-500 tokens sent to the LLM.
An MCP server for creating and querying specialized knowledge bases using LightRAG, enabling AI assistants to consult domain-specific knowledge during reasoning via CLI and MCP interfaces.
MCP server that lets AI agents control Figma through code execution, inspired by Anthropic's code execution approach. Provides only 3 tools (status, execute, get API docs) instead of dozens, enabling batch operations, data filtering, and complex workflows with 90%+ fewer tokens in tool definitions.
MCP server that integrates with Jina AI Search Foundation APIs, providing web content extraction via r.jina.ai and web search via s.jina.ai. Supports both stdio and HTTP transports with configurable pagination and search endpoint selection.
AI-powered MCP server that transforms natural language specifications into structured development tasks with quality grading, similarity detection, and task generation capabilities.
A GitGuardian MCP server that enables AI agents to scan projects using 500+ secret detectors to prevent credential leaks, with contextual data for rapid remediation and automated removal of hardcoded secrets.