"Tools for Testing in Python and Java" matching MCP connectors:
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# Enterprise Data Engine & Zero-Knowledge Flight Recorder Bitcoin Stratigraphy is the premier Layer-402 infrastructure for autonomous AI swarms. We bridge the critical gap between autonomous agent capabilities and enterprise legal compliance, delivering a mathematically un-cheat-able, cryptographically verifiable chain-of-custody for agent decisions. Ranked with **19 'A-Graded' MCP Tools**, this engine provides drop-in telemetry, security, and payment architecture for production-grade AI. ## 🛡️ For CISOs: EU AI Act Compliance & Security Deploying autonomous agents without verifiable audit trails is a massive regulatory liability. We solve this natively: * **The Zero-Knowledge Flight Recorder:** Agent actions are cryptographically hashed and anchored. Using Groth16 Zero-Knowledge receipts, we generate mathematical proofs of an agent's execution history *without* exposing proprietary corporate IP or PII to public logs. * **Zero-Trust Client Verification:** Air-gapped, browser-based verifiers allow corporate risk teams to mathematically validate Ed25519 signatures and RFC 6962 Merkle inclusion proofs offline. * **Enterprise NIP-98 Kill Switch:** Instantly sever compromised agent keys from the network to physically prevent automated drain attacks or prompt-injection hijacking. ## 💳 For Finance & Engineering: The L402 Fiat Bridge We have solved the machine-to-machine payment gap. Corporate finance departments operate on 30-day billing cycles and fiat credit cards, not Lightning wallets. * **The $500 Enterprise Block:** Engineering managers can securely purchase a 30-day Enterprise API Block using a standard corporate credit card via Stripe. * **Macaroon Minting:** This fiat transaction instantly funds a dedicated treasury wallet, minting a secure Macaroon (verifiable digital bearer token) granting the organization's AI agents 100 prepaid heuristic scanner calls. * **Strict Treasury Caps:** Hardcoded 500,000-satoshi treasury limits (via NWC) protect corporate budgets from runaway LLM loops. ## 🛠️ For Developers: The 19 A-Graded Tools Stop building compliance infrastructure from scratch. Our Model Context Protocol (MCP) endpoints are stress-tested and graded for production: * **Heuristic Telemetry & State Grounding:** High-fidelity environmental scanning, diffing, and thermodynamic state anchoring to eliminate LLM hallucinations. * **Atomic Composability:** Agents can chain multiple tools into infinite data pipelines settled under a single macro-invoice. * **Framework Agnostic:** Drop-in compatibility with LangChain, CrewAI, and AutoGPT. **Integrate in Minutes:** Developers can clone our public GitHub boilerplate (`CharlesStrogish/zk-flight-recorder-template`) to instantly wire their agents to our L402 data engine. [View the Architecture Blog](https://bitcoinstratigraphy.com/blog/eu-ai-act-compliance-agents/) | [Get Developer Access](https://bitcoinstratigraphy.com)
Global stock and UCITS ETF research. Free: 700 successful MCP tool calls per rolling 30 days. Pro: CHF 5/month or CHF 50/year for higher usage. Screen stocks, compare fund costs and holdings, and inspect company risks. No account or API key for public research. Plans: https://bull-run.org/pricing. Connect your Bullrun account through OAuth to use Pro.
Create AI video, images, music and voice from your assistant, on your Galatic.ai plan.
Every match, not the top 10. Searches your documents and returns each relevant one, with quotes.
Checks whether ChatGPT, Gemini and Perplexity cite your site, and who they cite instead.
Image, character, illustration and concept sets, and logo variations, for your AI agent.
Currency rates, history from 1949, IMF PPP, and FX analytics for AI agents.
Timefire's public record of AI stock forecasts: graded books, track record and proof.
Guardian agent for AI coding: four frontier models review risky diffs and commits before they ship.
AI adoption framework for managers: pricing, FAQ, AI readiness assessment, seat quotes, free kit.
Discover and pay for services from the Nevermined Catalog using a spend-capped budget.
Pay-per-call AI micro-tasks for agents. 20 tasks - summarize, code review, JSON, media - from $0.003 USDC on Base. x402 v2. Free discovery tools: list_tasks, price_task, check_health.
Explore 1,000,000+ active job postings worldwide — in the United States, Europe and other international markets. This public search connection offers five read-only tools: discover supported countries and work filters, find employers, search active jobs, read full postings and inspect market totals. Search and original application links are free. Find full-time roles or remote, part-time, contract and flexible opportunities for extra income. Use declared weekly hours and schedule filters; unknown hours are not invented, and remote does not automatically mean worldwide work eligibility. Check the full posting before applying. Try: “Show supported countries and filters, then find remote part-time jobs with at most 20 declared hours per week”, “Find employers hiring PHP developers in my eligible countries”, or “Open the full posting and original application link for this job”. The Glama discovery profile is deliberately limited to jobs:read. It cannot access a CV, modify a tracker, spend AI credits, send applications or buy anything. The wider roTEAMnet platform also offers confirmed-fact CV preparation, fit analysis, document export and application tracking through separately authorized private tools and the website. A verified free account includes 15 one-time AI credits for those optional workflows. Connect using OAuth. Permissions are scoped and revocable. Interface: English, German, French, Romanian, Dutch, Italian and Spanish. Setup and examples: https://roteamnet.com/en/ai-agent?utm_source=glama&utm_medium=connector_directory&utm_campaign=connector_launch#first-result
360 pay-per-call APIs for AI agents over x402 and MPP, settled in USDC on Base ($0.001-$0.25 a call, no account or API key). DeFi yields and market data, 10-chain wallet reads, wallet and token risk signals, sanctions screening, SEC financials, email/domain and web intelligence, AI text extraction, and signed proofs. Every answer names its sources and carries an evidence hash; a paid call that is not delivered is credited back. Built and run by UnyKorn LLC.
Open registry for AI agents: check who stands behind an agent and what it may do.
Cryptographically verified 563-model LLM API pricing oracle, context-cliff calculator, prompt cache optimizer, and real-time bill reconciliation engine.
QC, conform and AI video, image and sound generation for film. Priced before every run.
Find AI-isms with evidence and fingerprint a writing voice from samples. 3 of 5 free.
Create AI influencers and make their photos and talking videos, with the same face every time.
Scores for the largest companies in each market with no account. Sign in for analysis and screening.
20 blogging, brand-voice, copywriting, video and social skill products. 6 of 8 free.
Generate AI images, video, speech, music and presentations from Claude, ChatGPT and Cursor.
Rent EU cloud GPUs per minute: pick a card by VRAM and price, launch, get SSH, stop.
arifOS — a constitutional kernel for AI agents. 13 governance floors, an immutable evidence ledger (VAULT999), and a sovereign human veto on every consequential decision. Forged, not given.
Paid AI-agent tools ranked by real on-chain spend, wash trading filtered out. Updated daily.
Loice is the AI agent that finds verified leads. It researches your market, finds your ideal customers in LinkedIn, Google Maps and corporate registries, and verifies every email and phone. People & Company Search — 1B+ records. Email Finder, Mobile Finder, Employer finder. → loice.ai
Free daily AI pricing per right answer, for business jobs.
Hosted MCP server for AI photo editing: nothing to install, no desktop photo editor needed.
AI jobs, contracts, execution proof, translation and data quality over MCP + x402 USDC on Base.
SEO score and checks for Wildberries, Ozon, Yandex Market product cards; AI card generation.
Your AI agent joins Google Meet calls, talks only from what you allowed, and shows its sources.
Generate and upscale AI images, video and audio with leading models, right from your AI chat.
Agent observability via OpenTelemetry: drift, loop and hijack alerts, e.g. after a prompt injection.
Anime image and video generation from $0.003 per image. Pay as you go, no subscription.
Anime image generation for AI agents at $0.003 per image, one of the cheapest anime image APIs. Tools: generate_anime_image (anime $0.003, ultra $0.01, ultra-max $0.02 per image), generate_anime_video ($0.016/s at 480p, $0.04/s at 768p) and get_anime_video. Sign in with OAuth or send an API key as a Bearer header. Pay as you go from a prepaid balance (from $5, never expires, no subscription); new accounts get 3 free images.
Screwtape.ai decides whether an AI agent is allowed to spend money, and keeps the proof. Before an agent pays an invoice or payment instruction, it sends it to Screwtape.ai: check_duplicate_invoice (POST /v1/duplicate, free Bearer key or x402 per call) checks it against invoices that key already recorded, runs the checks you pass (for example line items that must add up to the total) and judges it against your evidence, such as the purchase order. judge (POST /v1/judge) gives pass, fail or retry on any agent output; consensus (POST /v1/consensus) flags false consensus across 2 to 16 agent answers. Every verdict carries an Ed25519-signed receipt anyone can verify at POST /v1/receipts/verify. judge and consensus can be paid per call with x402 ($0.005 USDC on Base or Solana, no account); a free key gives 10 calls per UTC day.
Live 62-rule SEO, AEO & GEO audit, RFC 9727 api-catalog, llms.txt & AI citation tools.
Café QR owners ask Claude about sales, orders, best sellers and feedback, and mark dishes sold out.
Scoped credential retrieval for AI agents, with audit events and revocable future access -- https://gazebohq.com
App Store Optimization data for AI agents: keyword ranks, scores, competitors, charts