Cc25a Openai API Agent Project123123123 vs Ref Tools Ref Tools MCP
A side-by-side look at the Cc25a Openai API Agent Project123123123 and Ref Tools Ref Tools MCP MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose Cc25a Openai API Agent Project123123123 for finance & fintech work over a hosted endpoint; choose Ref Tools Ref Tools MCP for finance & fintech as a local process. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose Cc25a Openai API Agent Project123123123 when
- You need dedicated capabilities in the Finance & Fintech domain.
- You prefer a remote HTTP/SSE transport.
- Its auth model fits you: API key required.
Choose Ref Tools Ref Tools MCP when
- You need dedicated capabilities in the Finance & Fintech domain.
- You prefer a local stdio subprocess transport.
- You have the keys it needs:
REF_API_KEY. - You want tools like
query, url.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Finance & Fintech | Finance & Fintech |
| Quality signal | 37/100 · Fair | 63/100 · Good |
| Install command | Confirmed | Confirmed |
| Transport | Remote HTTP/SSE | Local subprocess (stdio) |
| Auth | API key required | Not declared |
| Pricing | BYOK (pay the provider) | Not declared |
| Required env vars | None listed | REF_API_KEY |
| Verified owner | Community listing | Community listing |
| GitHub stars | 0 | 1,183 |
| Directory activity | 3 views 0 installs 0 upvotes | 2 views 0 installs 0 upvotes |
| Tools | Not listed | 2 |
| Full listing | View Cc25a Openai API Agent Project123123123 | View Ref Tools Ref Tools MCP |
Tools & capabilities
Cc25a Openai API Agent Project123123123 tools
No tool names declared yet. Check the project README from the listing page.
Ref Tools Ref Tools MCP tools 2
queryurl
Ready-to-paste client configs
Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
Cc25a Openai API Agent Project123123123
{
"mcpServers": {
"cc25a-openai-api-agent-project123123123": {
"url": "https://localhost:8000/mcp"
}
}
}
Ref Tools Ref Tools MCP
{
"mcpServers": {
"ref-tools-ref-tools-mcp": {
"command": "npx",
"args": [
"ref-tools-mcp@latest"
],
"env": {
"REF_API_KEY": "YOUR_REF_API_KEY_HERE"
}
}
}
}
Frequently asked questions
Cc25a Openai API Agent Project123123123 is categorized under Finance & Fintech and uses a remote HTTP/SSE transport. Ref Tools Ref Tools MCP belongs to Finance & Fintech and uses a local stdio subprocess. Pick Cc25a Openai API Agent Project123123123 for finance & fintech work and Ref Tools Ref Tools MCP for finance & fintech.
Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.
Cc25a Openai API Agent Project123123123 is bring-your-own-key: usage is billed by the API provider you supply a key for. Auth: api key required. Ref Tools Ref Tools MCP has no declared pricing — check the project's own site. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.
Yes. MCP clients support multiple servers: add cc25a-openai-api-agent-project123123123 and ref-tools-ref-tools-mcp as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, Cc25a Openai API Agent Project123123123 has a quality signal of 37/100 (Fair) with 3 views, 0 installs and 0 GitHub stars. Ref Tools Ref Tools MCP has 63/100 (Good) with 2 views, 0 installs and 1,183 GitHub stars.