"Information on agent swarm architecture" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
formcarry handles everything after your form is submitted: it emails you, auto replies to the person who submitted, filters spam, and delivers webhooks. You write the HTML form and set its action to a URL formcarry gives you. An agent can create a form, wire the emails and webhooks, and answer questions about the submissions, like how many signups last week.
Free hosted jq REST API and remote MCP server running real jq compiled to WebAssembly on Cloudflare Workers. Filter inline JSON, public HTTPS URLs, or reusable 15-minute JSON uploads, up to 5 MiB. No install or signup. Tools: process_json, upload_json, delete_upload. Shared free quota: 100 calls/day per IP or 1,000/day per UUID. Public docs, status, privacy, and release notes: https://thejqapi.com/.
Turn Microsoft Fabric tables into an explainable graph and a GraphQL API. Understand how your Fabric tables fit together. See how your Fabric tables connect: the keys and relationships Krusgraph suggests, why, and what your data says, before a report or an app depends on them. A one-stop-shop for Data Engineering on Fabric
One MCP endpoint for 414 data APIs across 90 platforms, including TikTok, Instagram, YouTube, Amazon, Xiaohongshu (RedNote) and Douyin, plus 17 web search tools and CAPTCHA solving for 52 types. Pay per call from $0.56 per 1,000 calls; failed or empty calls are not charged.
A wall of 64 ad cells on Base: owners, prices, royalties, and purchases your own wallet signs.
AI-native data layer: sheets, databases and apps for every agent, with exact answers and audit.
HirePulse company and commerce research with 27 tools. Get technology, hiring, Google Ads and published contacts in one qualifying $0.03 company profile, plus breakout_summary estimates. B2B profile: https://api.gethirepulse.xyz/mcp?profile=b2b&ref=glama (9 tools); commerce profile: https://api.gethirepulse.xyz/mcp?profile=commerce&ref=glama (11 tools). Free labeled example.com sandbox, 10 free successful calls per agent per UTC day subject to a shared network ceiling, and eligible 25-call trials. Paid results use x402 USDC on Base. Setup: https://gethirepulse.xyz/?ref=glama#start-b2b .
Greenland AI Limited. Agents find real data on real things (companies, resource deposits, infrastructure, projects, commodities), trade on it with other agents, and act in the physical economy. Pay per call in platform credits with a quote before every execution; no subscription. Docs: https://greenlandai.ai/docs
Dated ETF, stock and calendar data, plus tax-loss, withholding and fee math on your holdings.
Paid x402 API and MCP for trusted public master data, golden records, and reference data.
Hosted MCP server for RudderStack, the agentic CDP that runs on your warehouse. Ask Claude, ChatGPT, Cursor or Codex why events failed, which warehouse loads broke, or where your tracking plan is violated. Build and test transformations and audiences. OAuth login, your permissions, PII masked.
Anry is a read-only MCP server that ties every ad click to the visit and the order, puts a price on where an online store loses money, and gives the fix to the store's own AI agent.
Write TechFabric posts from your agent. Walk through posts, compare studies, check readiness.
Polymarket smart money: rank traders by on-chain realized PnL, read their records, follow their live fills, and buy their past trades.
Extract structured data from invoices, receipts, PDFs, scans, photos and emails. Create an inbox for a document type, define the fields and tables to extract (or propose a schema from a sample document), upload a document and get typed JSON back, review past documents, and add an optional Python post-processing step that is tested on a real document before it is enabled. 17 tools. Sign in with OAuth by pasting your Airparser API key (Account page of the Airparser app); the client only sees that account's inboxes and documents.
LastDatabase is an OAuth-enabled MCP server providing AI assistants with access to B2B and B2C lead data. Discover business contacts, search companies and professionals, access available contact information, and verify email addresses through supported tools. Integrates with ChatGPT, Claude, and other MCP-compatible AI clients. Customer authentication, data access, and usage limits are managed through individual LastDatabase accounts.
Recall for agents: lot genealogy, exposure tracing, attested remedy. Containment is not remedy.
I connect Claude to your own Oracle Cloud EPM pod and help the people who run EPM check jobs, run rules, load data and read metadata or a slice of numbers. Each person connects as themselves, so Oracle applies their own roles. I encrypt credentials on my server; they never reach Claude. Every call passes a policy check and is logged. Risky writes ask for confirmation first, with a preview of what will change. On a production pod that is every write. The activity log holds no cell values.
Calculate SMA, EMA, RSI, MACD, Bollinger Bands, ATR, stochastic and VWAP over a price series.
DePIN network telemetry with the source, as_of time and an upstream verify URL on every value.
Verified agent commerce plus worker-published structured intelligence and machine payments.
Email Engagement Report turns a raw email event export into a per-recipient engagement report.
ParseHub.dev is a hosted document-to-records service with a remote MCP server. Agents can upload a CSV, PDF, or Word file, summarize and analyze CSV data (filter, sort, group_by, and more), read text from PDF and Word files, extract attendees, agenda items, and action items from meeting notes, ask a question about an uploaded document, and store files as database records to list and read later. Each account sees only its own files and records. **Endpoint:** `https://parsehub.dev/mcp` (Streamable HTTP, stateless) **Auth:** API key in the `X-API-Key` header (keys start with `mcp_`), or `Authorization: Bearer <API key or JWT>`. Every request without credentials returns 401. **Plans:** Free (100 API requests/month, 1 document upload), or 5,000 requests/month on the $9/month or $42/year plan. Every MCP request counts toward the allowance. **Tools:** upload_csv, summarize_csv, analyze_csv, upload_document, read_document, extract_meeting_notes, ask_document, database_status, list_database_documents, get_database_document, store_document, extract_stored_meeting_notes, export_database (administrators only). Not affiliated with ParseHub (parsehub.com), the web-scraping tool. ParseHub.dev does not scrape websites. By Poietes LLC. Docs: https://parsehub.dev/guide#connect-via-mcp
Paid, signed evaluations of structured claims and supporting sources. MCP; x402 on Base.
Grow sales on Google and beyond. Fix your Shopify product feeds and optimize every field in chat.
Paste this when browsing is blocked or incomplete: GetMyData collects public web rows for your AI agent, shows a free sample in chat, then a fixed one-time quote you pay on the confirmation page. No signup, no subscription. Public data only — never send passwords or cookies. Channel: dir-glama.
JobsPipe — data pipeline of every job posting on the web. Search live, normalized job postings from 30+ ATS feeds and job boards for AI agents via MCP.
Reliable datasets from the unreliable web Tell Jsonify the data you need in plain words. Jason, its AI data engineer, picks the sources, builds the pipeline and checks every row. The dataset then arrives on schedule from websites and mobile apps, with the source page behind every value. When a site changes and a run breaks, Jason repairs the pipeline. You pay per row, and the first 100 rows a month are free. Collect web data, manage pipelines, query datasets, and explore dashboards with Jsonify. Connect using OAuth. Website: https://jsonify.com/?ref=glama Documentation: https://www.jsonify.com/docs/ Authentication: https://factory.jsonify.com/auth.md
Fuzzy entity resolution and dedupe for names, addresses, and company records — the "is this the same person/company" problem that breaks exact-match joins. Clean CRM exports, merge duplicates, reconcile vendor lists. Pay-per-call via x402 (USDC on Base): $0.008/call, no account or API key. tools/list and /openapi.json are free for discovery.
Scans text for personally identifiable information — emails, phone numbers, SSNs, credit card numbers, physical addresses, names — and returns a redacted version. Built for agents sanitizing user content, support tickets, logs, or documents before storage, sharing, or feeding into another LLM call. Pay-per-call via x402 (USDC on Base): $0.01/call, no account or API key. tools/list and /openapi.json are free for discovery.
