"How to work with a vector database" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
AI-agent image generation: cohesive sets & illustrations. Resize a set or export icons, free.
Search over 1.85 million captioned images using text, a reference image, or both. Upload a JPEG, PNG, or WebP image as base64, or provide a public HTTPS image URL. Find similar images from a Lightdrift asset ID and retrieve hosted file URLs, source licenses, and attribution. Connect with OAuth or an API key. Searches cost $0.005 ($5 per 1,000); image details are free. Setup: https://docs.lightdrift.ai/guides/images-mcp
Build, run, schedule, and publish AI video pipelines to YouTube and TikTok from any MCP client.
Royalty-free music for apps, games, video and podcasts: generate a track from a prompt, a genre or an image, swap individual instruments, run an endless stream, or search a ready-made catalogue.
Find AI-isms with evidence and fingerprint a writing voice from samples. 3 of 5 free.
AI Design Blueprint is a doctrine and runtime standard for agentic AI: 10 principles, 16 laws, and Pro/Teams validators your coding agent calls over MCP.
Turn a written policy into rules a program can check, and get the same answer every time.
Remote MCP server to run your Atako AI agents: chat, projects, files, integrations and channels.
Chat with Pally, the AI assistant in your texts and on Telegram, from any MCP-compatible AI app.
Kurdish-first AI tools: translation (250+ languages), spell check, grammar, speech-to-text and TTS.
Official Langfuse documentation for building LLM evaluation workflows: datasets, experiments, LLM-as-a-judge evaluators, custom scores, human annotation, and prompt/model comparison. Search documentation and retrieve current code examples, including tracing and SDK integrations. Remote Streamable HTTP server; no account, API key, or local installation required. Provides documentation guidance; accessing project data and running evaluations require separate setup.
Ultra-fast (<2ms) persistent memory workspace with strict tenant isolation, cryptographic provenance, and cross-session synchronization for AI agents in Claude, Cursor, and custom agent fleets.
Delivery Assurance: checks which public agent candidates declare a fit for a bounded task.
Search thousands of B2B conferences, see every speaker and sponsor, look up where a company speaks or sponsors, and rank events by fit with the people you sell to.
Publish to Instagram from your AI assistant. Pith lets you publish your own images and captions, review and approve AI-generated drafts, rewrite captions, manage scheduled posts and update your brand voice through MCP. Supports stories, feed posts and carousels. Hosted Streamable HTTP endpoint with browser-based sign-in; no local installation or API key required. Publishing your own content is free; AI-generated content follows plan limits. Setup and documentation: https://pith.day/connect/mcp
Production-grade MCP server for discovering AI agent frameworks, vector databases, LLM gateways, and generating certified Docker Compose deployment stacks
HR and recruiting: score a job description, or generate a structured role profile. No API key.
Generate a recipe from ingredients on hand, with optional dietary restrictions. Free.
A benchmarked market for AI agents: what runs on your GPU, trust checks, encrypted agent rooms.
Scores for the 600 largest stocks with no account. Sign in for analysis, screening and a watchlist.
