"Software or tools developed using Java" matching MCP connectors:
Matching Connector Tools:
Structured iGaming reference: slot specs & RTP variants, providers, regulators, news and jobs. Website: https://i-gaming.tools/
An MCP server that gives any LLM or agent clean YouTube transcripts on demand: a single video, a whole channel, or a playlist, plus AI cleanup of auto-generated captions. API-key auth, credit-based, same backend as the public v1 API. Get a free API key with 25 free credits at youtubetranscriptdownload.com/account.
Connect Claude, Cursor or any MCP client to AppSigma and let your AI research apps, read reviews and track rankings on its own – no glue code.
Docs: https://docs.keenable.ai/mcp-server Keenable is a free, remote MCP server that gives agents access to the web index. Search the web with ranked results and date/site filters, then fetch any indexed page as clean markdown. Works out of the box with no account or API key.
Eligibility-first UK & EU grant discovery, inside ChatGPT and Claude. Checks eligibility before recommending, explains why each grant fits, and cites the funder's own page on every answer — with an honest "competition_risk: unknown" when the data isn't there. 6 tools: search, fetch, find_opportunities, should_apply, explain_opportunity, complete_profile. Transport: Streamable HTTP. Auth: OAuth 2.1 + PKCE. Free to install, no card required.
Validate startup ideas with behavioral evidence — not opinion. Demand Discovery AI™ is a sales-agent MCP that answers founders' questions about the validation framework, the four data-signal categories (Search & attention, Conversation & pain, Adoption & spend, Capital & hiring), the Demand Score™, and the Build/Pivot/Kill verdict™. Includes 7 tools: ask a free-form question, get the validation framework, get product details, explain demand signals, compare validation approaches, get data-source
Software entry prices for 16 categories, with ratings and true 3-year cost. CC BY 4.0
Read-only MCP server for wafergraph.com's semiconductor & AI supply-chain data: 5 tools, no auth.
Verified pricing, hidden costs, negotiation data & TCO for 3,290+ software products.
Read-only public statistics for Telegram groups tracked by Limzo (https://limzo.com), a group analytics bot. Two tools: get_global_stats (network-wide totals) and get_group_stats (activity, engagement, top members, achievements for a group by its public slug - the last part of its https://limzo.com/s/<slug> URL; browse https://limzo.com/groups/ to find groups). Privacy-safe: payloads never include verbatim member messages. No authentication required. Docs: https://limzo.com/docs/
Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace
Find products & standards using a patent - verified targets for licensing or enforcement.
Source-grounded research for Egyptian public affairs
Read-only live geopolitical-risk sensing for agents. ARCANE notices; never forecasts or advises.
MCP server exposing the Backtest360 engine API as tools for AI agents.
Read-only pneumatic compatibility and evidence tools with stable IDs and canonical CompatAir URLs.
Public read-only Précis Finance MCP demo with synthetic data; no account or credentials required.
GIS QA for AI agents: grade ArcGIS services A-F, audit schemas, find issues + 25 more GIS tools.
Forensic archive of javaBin & JavaZone origins (1998-2007) as a signed KCP knowledge web.
Crypto backtesting tools: real backtests with robustness verdicts, daily signals and market data.