Connecting Odds
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Connecting Odds MCP for LibreChat

General AI assistants · Last verified August 2026

Supported

Open-source chat UI with configurable MCP servers.

MCP compatibility

Verified: this client can connect to a remote MCP server like Connecting Odds.

MCP support
Supported
Remote MCP
Supported
OAuth
Partial
Tools
Supported
Resources
Partial
Prompts
Partial

Connecting Odds compatibility

Connecting Odds runs one MCP server for every client. LibreChat calls the same search_jobs and get_job tools, backed by the same ranked search engine the website uses — there is no client-specific search behaviour.

Required transport

Remote MCP (Streamable HTTP). The endpoint is:

https://connectingodds.com/mcp

Authentication

OAuth 2.1 with dynamic client registration. LibreChat redirects you to Connecting Odds, you approve the connection, and the client stores a scoped access token. You never paste a key, password or database credential.

Setup steps

Add Connecting Odds as an MCP server in your librechat.yaml using the streamable HTTP endpoint, then restart LibreChat.

Client interfaces change often, so follow LibreChat’s current MCP or custom connector setup flow and paste the URL above when it asks for a server address.

LibreChat MCP documentation

Example query

Find remote data science jobs posted in the last 7 days.

Expected result

Example response — illustrative, not real listings:

Found 18 matching Connecting Odds jobs.

1. Senior Python Engineer
   Company: Example Company
   Location: Remote — US
   Salary: $150K–$180K
   Skills: Python, AWS, PostgreSQL
   Visa: Sponsorship available
   View job: https://connectingodds.com/jobs/…

2. Staff Backend Engineer
   Company: Example Company Two
   Location: Austin, TX (Hybrid)
   Salary: not stated by the employer
   Skills: Python, Django, Kubernetes
   View job: https://connectingodds.com/jobs/…

Troubleshooting

Check the LibreChat server logs if the tool list stays empty after restart.

  • MCP connection failed: Remove the connector and add it again with the copied URL, then restart the client.
  • Authentication failed: Disconnect and reconnect to trigger a fresh sign-in, and approve the Connecting Odds consent screen.
  • Tools not appearing: Refresh the connector's tools, then start a new chat or session.
  • No jobs returned: Loosen one constraint at a time — drop the salary floor or widen the location — and ask again.
Full troubleshooting guide

Only public job data is returned, and account-scoped tools act as your signed-in user.

Developer documentation