Collections Optimizer
ai.saifsPublished by saifs.aiOfficial publisherv1.0.1Updated Oct 30, 2026
Prioritise overdue accounts by recovery uplift and recommend a compliant contact strategy.
The publisher's own server: Customer Intelligence & Segmentation
Overview
Remote MCP server that scores overdue accounts and builds a daily collections work-queue ranked by expected recovery uplift from contact.
- What you can do
- Score accounts for propensity to pay, self-cure and expected recovery
- Rank a daily work-list by expected recovery uplift from contact and flag accounts likely to self-cure
- Recommend channel, timing and tone within fair-collection hours and caps
- Forecast bucket-to-bucket roll and cure rates for provisioning
- Allocate accounts to agents by skill and success history, and explain why an account was prioritised
- When to use it
- Useful for collections teams at banks, lenders, BNPL, telecom or utility providers that want an assistant to turn an overdue book into a prioritised, compliant contact plan and agent allocation.
- Requirements
- A remote Streamable HTTP endpoint; nothing to install. OAuth 2.1 sign-in with PKCE and dynamic client registration, so the client opens a sign-in page on first use. No environment variables or headers declared.
Installation
In SourceWeft
- Open Collections Optimizer in the dashboard and add it to a workspace.
- Connect the required credentials. They are stored privately and never shown on public pages.
- Enable the server for the chats that should use its tools.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Use with an agent
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/ai.saifs%2Fcollections-optimizer/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.Other MCP clients
Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.
{
"mcpServers": {
"collections-optimizer": {
"type": "http",
"url": "https://collections-optimizer-mcp.saifs.ai/mcp"
}
}
}README
Collections Optimizer
A daily collections work-queue for banks, NBFCs, MFIs, BNPL, telecom and utilities. Scores propensity-to-pay and self-cure, ranks accounts by expected recovery uplift from contact (the moveable middle, not oldest or biggest first), recommends channel / timing / tone, and assigns work to agents. Contact-hour and frequency caps are hard constraints.
Install
VS Code / GitHub Copilot
Add to .vscode/mcp.json (workspace) or your user mcp.json:
Then start the server from the MCP view and sign in when prompted.
Claude (claude.ai, Desktop)
Settings → Connectors → Add custom connector, and paste:
Claude Code
Any other MCP client
Point it at https://collections-optimizer-mcp.saifs.ai/mcp using the Streamable HTTP transport. The server returns 401 with a
WWW-Authenticate: Bearer … resource_metadata=… challenge, so OAuth-aware clients sign in automatically.
Tools
Example prompts
- “Here’s our overdue book. Who should agents work today, and who will likely self-cure?”
- “For account A-1042, what’s the best channel and time to contact, within permitted hours?”
- “Allocate this queue across 8 agents by who recovers which product best.”
Support
- Website: https://saifs.ai
- Issues: https://github.com/Saify-Technologies/saifs-ai-mcps-docs/issues
- Privacy: https://saifs.ai/privacy_policy
Source: servers/collections-optimizer/README.md at commit f5c0037
Tools
0Version history
2- v1.0.1LatestOct 29, 2026
- v1.0.0Oct 22, 2026
Score
85% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
- Reached in the last 30 daysRequired25 pts
- Auth declaredRequired10 pts
- Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
- DescriptionRequired15 pts
- Logo10 pts
- Documentation15 pts
- License10 pts
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