OpenAI MCP Server

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Alternatives to OpenAI MCP Server

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openai-workspace-mcp
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quality
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Updated a month ago (2026-08-06 07:05 UTC)
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license
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Provides intelligent OpenAI API token management with automatic switching between model tiers when usage limits are reached. It enables users to track daily token consumption, estimate costs before making calls, and manage project-specific usage data.
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Open WebUI MCP Server
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OpenAI Assistant MCP Server
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2
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One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

B3.3/5.0

Scored 2026-04-18 09:05 across 2 tools

Disambiguation5/5

The two tools have clearly distinct purposes: get_costs retrieves financial data for a specified period, while get_projects fetches organizational project information. There is no overlap in functionality, making it easy for an agent to select the correct tool based on the task.

Naming Consistency5/5

Both tools follow a consistent verb_noun pattern (get_costs and get_projects), using the same verb 'get' and snake_case formatting. This uniformity makes the tool set predictable and easy to understand.

Tool Count2/5

With only two tools, the server feels thin and under-scoped for an OpenAI MCP server, which might be expected to handle more operations like managing models, generating completions, or listing usage. The limited count suggests incomplete coverage of the domain.

Completeness2/5

The tool set is severely incomplete for an OpenAI server, lacking core operations such as creating or managing projects, generating text or images, or accessing model details. This will likely cause agent failures when attempting common OpenAI-related tasks.