MCP servers for OpenAI Agents SDK

Local MCP server that gives AI coding assistants semantic search over your codebase using embeddings

Audit MCP tool activation locally and compile bloated APIs into lean, agent-optimized MCP servers

Model Context Protocol (MCP) server providing documentation and code analysis for Python packages

Design linter for AI-generated frontends: deterministic rendered-DOM audits, CI gates, and MCP design-quality signals

MCP server for media operations including image search, video search, media understanding, and image generation

MCP server for Memlane: search, capture, and manage your saved links and notes

Verified memory for AI agents — agents propose, evidence verifies, recall returns only earned trust.

A sample of MCP implementation using DDD structure with some APIs call.

Working memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time.

MCP server for ML drift detection, MLflow registry diffing, and HMAC-gated model rollback

MCP server for MentionsAPI — brand visibility across every AI search surface (ChatGPT, Claude, Gemini, Perplexity, AI Overview, AI Mode

Weighted random global food recommendations based on a knowledge base of 396 dishes, offering varied dining suggestions.

Deterministic logical reasoning engine — facts in Euclid IR, solutions with proof trees

MCP server for generating Mermaid diagrams with live browser preview

MCP server for interacting with Metaplex Genesis program on Solana

MCP server for structured methods extraction + reproducibility heuristics on academic papers.

MCP server for downloading and reading MGX thinking logs

Inspect, edit and render Kdenlive video projects locally on Linux.

Model Context Protocol (MCP) server for Microsoft Fabric & Power BI - Query datasets, execute DAX, refresh data, and manage workspaces

AI long-term memory MCP server with importance scoring and confidence calibration

A Minestom MCP server with repository-aware JVM tooling.