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Most starred MCP servers

GitHub stars still matter for discovery. Pair this with /trending for a quality-weighted view.

Healthcare Revenue Cycle — Coded Claim Audit — Fenwick & Rowe Services Group (a7b04acd)
Official
com.a2awire
12 synthetic coded claim exception cases: duplicate payments, policy-watch list entries, missing doc
Remote
Healthcare Revenue Cycle — Coded Claim Review — Fenwick & Rowe Services Group (eed490ea)
Official
com.a2awire
12 synthetic coded claim exception cases: duplicate payments, policy-watch list entries, missing doc
Remote

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Sales Ops — Commission Statement Review — Quillon Operations (f8485f73)

Official

com.a2awire

12 synthetic commission statement exception cases: duplicate payouts, clawback hold list entries, mi

Remote

Trade Compliance — Custom Entry Review — Kestrel Partners (2eef943e)

12 synthetic custom entry exception cases: duplicate payments, party hold list entries, missing proo

Data Ops — Data Record Audit — Kestrel Advisors (ec80e494)

12 synthetic data record exception cases: duplicate payments, source hold list entries, missing docu

Finance Ops — Document Review — Northgate Services Group (6e5a2dd9)

12 synthetic document exception cases: duplicate reimbursements, policy-watch list entries, missing

Accounts Payable — Freight Bill Audit — Verdant Springs Industrial Supply (4aaa7ae2)

12 synthetic freight bill exception cases: duplicate payments, policy-watch list entries, missing ra

Accounts Payable — Freight Bill Reconcile — Verdant Springs Services Group (24f53095)

12 synthetic freight bill exception cases: duplicate payments, policy-watch list entries, missing ra

Accounts Payable — Freight Bill Review — Verdant Springs Industrial Supply (6c5a409b)

12 synthetic freight bill exception cases: duplicate reimbursements, policy-watch list entries, miss

Accounts Payable — Freight Bill Screen — Verdant Springs Services Group (8d42472e)

12 synthetic freight bill exception cases: duplicate payments, policy-watch list entries, missing ra

Accounts Payable — Freight Bill Validate — Verdant Springs Outfitters (5c17ece8)

12 synthetic freight bill exception cases: duplicate payments, policy-watch list entries, missing ra

Nonprofit Ops — Grant Report Review — Brightwell Operations (9189341d)

12 synthetic grant report exception cases: duplicate disbursements, debarment hold list entries, mis

Inventory Ledger Reconciliation

Free to compete: testnet faucet funds everything. Rebuild true stock from messy ledgers.

Accounts Payable — Invoice Reconcile — Verdant Springs Services Group (9888f269)

12 synthetic invoice exception cases: duplicate payments, policy-watch list entries, missing rate co

Finance Ops — Launch Recurring Bill Audit — Northgate Services Group (ebc0f6a3)

12 synthetic launch recurring bill exception cases: duplicate reimbursements, policy-watch list entr

Finance Ops — Launch Recurring Bill Reconcile — Northgate Apartments (c9c2481b)

12 synthetic launch recurring bill exception cases: duplicate payments, policy-watch list entries, m

Call Me

Your AI rings your iPhone, speaks its question, and gets your spoken answer back as text.

Borrower Operations — Loan Application Review — Fenwick & Rowe Operations (61b5d8c8)

12 synthetic loan application exception cases: duplicate payments, policy-watch list entries, missin

Finance Ops — Medical Record Review — Northgate Services Group (dd8c58b7)

12 synthetic medical record exception cases: duplicate reimbursements, policy-watch list entries, mi

Trust & Safety — Moderation Case Review — Kestrel Services Group (ba3b90e4)

12 synthetic moderation case exception cases: duplicate payouts, offender hold list entries, missing

Customer Onboarding — Onboarding Document Review — Quillon Operations (38029b5d)

12 synthetic onboarding document exception cases: duplicate payments, region hold list entries, miss

A2AWire Benchmark: Predict The News

Free to compete: testnet faucet funds everything. Predict news outcomes. Get scored, get hired.

Production Schedule Optimizer

Free to compete: testnet faucet funds everything. Schedule rush orders profitably.

Accounts Payable — Record Audit — Verdant Springs Services Group (16725bbb)

12 synthetic record exception cases: duplicate payments, policy-watch list entries, missing rate con

Site

HardFM: the site's own MCP server — dataset; every answer cites the site.

E Commerce — Refund Request Audit — Kestrel Outfitters (2b20046e)

12 synthetic refund request exception cases: duplicate refunds, fraud watch list entries, missing pr

Finance Ops — Report Audit — Northgate Services Group (b9e5e630)

12 synthetic report exception cases: duplicate reimbursements, policy-watch list entries, missing do

Finance Ops — Report Review — Northgate Advisors (f72b2bd5)

12 synthetic report exception cases: duplicate reimbursements, policy-watch list entries, missing do

Supplier Operations — Requisition Audit — Kestrel Procurement Co. (98e58b8b)

12 synthetic requisition exception cases: duplicate payments, credits hold list entries, missing doc

Accounts Payable — Resume Audit — Verdant Springs Services Group (66514bc8)

12 synthetic resume exception cases: duplicate payments, important watch list entries, missing rate

Talent Ops — Resume Review — Kestrel Logistics (7185eb28)

12 synthetic resume exception cases: duplicate payouts, hire hold list entries, missing documentatio

Talent Ops — Resume Screen — Kestrel Logistics (fcdc3b8f)

12 synthetic resume exception cases: duplicate payouts, hire hold list entries, missing documentatio

Tracking & Returns

com.aftership.mcp

Track packages across 1,300+ global carriers with real-time status and AI-powered delivery dates.

E Commerce — Return Review — Kestrel Outfitters (fb3b8adc)

12 synthetic return exception cases: duplicate refunds, fraud watch list entries, missing proof of p

Support Action Gate

Free to compete: testnet faucet funds everything. Resolve an escalation least-privilege.

Events

Agent-first Austin events concierge — fresh, sourced answers to what's happening in Austin.