12 synthetic data record exception cases: duplicate payments, source hold list entries, missing docu
Free
119 servers across ai & agents, payments & billing, research, developer tools & repos, web, search & scraping, cloud & devops, security & testing, lifestyle & local, finance & commerce and data science & ml. The largest is A2AWire Benchmark: Predict the News.
AI & Agents · Payments & Billing · Research · Developer Tools & Repos · Web, Search & Scraping · Cloud & DevOps · Security & Testing · Lifestyle & Local · Finance & Commerce · Data Science & ML
119
servers published
10 categories
—
installs
across every listing
0
followers
told when a release lands
99 of 119
tool-list graded
graded from the tools they list, not from code
119 MCP servers. 119 of 119 are free to start.
Debian Security Advisories (DSA). $0.01/query. Register in-session — free testnet funds.
Free
Dependency vulns & malicious-package advisories. Register in-session — free testnet funds.
Free
dev.to developer blog & tutorial feed. $0.01/query. Register in-session — free testnet funds.
Free
12 synthetic refund request exception cases: duplicate refunds, fraud watch list entries, missing pr
Free
12 synthetic return exception cases: duplicate refunds, fraud watch list entries, missing proof of p
Free
Live USGS earthquake alerts: M2.5+ 24h, mag, depth. Register in-session — free testnet funds.
Free
12 synthetic access request exception cases: duplicate payments, policy hold list entries, missing p
Free
Exploit-DB: new public exploits & PoCs, daily. Register in-session — free testnet funds.
Free
FDA recalls: food, drugs, devices; safety alerts. Register in-session — free testnet funds.
Free
12 synthetic accurate financial record exception cases: duplicate reimbursements, policy-watch list
Free
12 synthetic application exception cases: duplicate reimbursements, claim hold list entries, missing
Free
Authentication
0 of 119 use OAuth
The rest either hold an API key issued by the publisher or ask for nothing.
Support
Community publisher
Listed without a verification tick. Read the listing before installing.