"Memory systems for AI agents" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Check an A2A agent before you delegate, or an MCP server's measured conduct. Free, no key.
Give your AI agent live public data from 70+ platforms: profiles, posts, comments, transcripts, products, prices, reviews, listings, jobs, ads and search results from TikTok, Instagram, YouTube, LinkedIn, X, Reddit, Amazon, Google and more, plus website crawls and live browser sessions. One key, one response format, 1,000 free credits every month.
Pay-per-use APIs for agents: web research, data lookups, and metered endpoints billed to credits.
Go MCP server for GitLab: 2 dynamic tools reach 1000+ REST/GraphQL actions. Free/CE, no paid tier.
Hosted AI agent memory that learns from outcomes, with shared rooms, in Claude, Cursor and ChatGPT.
Portable AI memory you own. Keep memories and notes across Claude, ChatGPT, and other AI tools.
AI-agent image generation: cohesive sets & illustrations. Resize a set or export icons, free.
Auto-Apply That Ends on an Interview. Job matches, applications sent on the employer's own hiring system, employer-receipt tracking, per-role resumes, cover letters, interview prep.
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
Pre-trade token safety check for AI agents. Simulates a sell before you buy, then returns one low/medium/high/unknown verdict with the signals behind it: sellability, buy/sell tax, liquidity depth, pair age, same-ticker impersonation, owner powers from bytecode. Ethereum, BSC, Base, Solana. Fail-closed - a check that cannot run answers unknown, never low. Publishes its own measured error rate with the benchmark harness in the repo. Free, no signup, no API key, MIT.
Credit card payoff, mortgages, refinancing, 401(k), rent vs buy. Every rule and default is cited.
Discovery registry for AI agents: 660+ APIs, MCP servers and CLIs, each health-checked every 6 hours with real requests — full initialize + tools/list handshakes for MCP, real calls for APIs — plus response-schema validation that catches responses which parse fine but are missing a required field.
Reference data for prediction markets: graded resolution clarity, cross-venue links, provenance.
Production MCP server for US equity and options intelligence: real-time IV radar, Monte Carlo simulation, options pressure, strategy backtesting, AI prediction, pre-trade risk analysis, and automated stock research reports.
Search jobs on verified employer job boards. Every link is the employer's own posting.
It connects with Smart Data models database with more than 1000 open licensed data models and helps you to create applications and systems interoperable with existing standards or real applications
Getting Things Done (GTD) board for AI agents: capture to Inbox, next actions by context, projects, waiting-for, someday/maybe. Remote Streamable HTTP server with OAuth 2.1 login (passwordless email code). 16 tools + 4 prompts. Setup guide: https://gtdbrain.com/connect?source=glama
Run a recreational sports league from an AI assistant: standings, schedules, rosters, scores, dues.
Search real-world UI & UX design references for mobile apps, web apps, and websites with Mobbin.
Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS supply-chain events.
