mcpcost

io.github.TeodorMCP/universal-connector-mcp

universal-connector

Is the io.github.TeodorMCP/universal-connector-mcp MCP server down? No. Installed with mcp<2, it started and listed its tools on 2026-11-02.

Security-first MCP server that connects any OpenAPI, GraphQL, gRPC or SOAP API to AI agents.

needs mcp<2 probed 2026-11-14 · unchanged since 2026-11-02

10tools, with mcp<2
3.0ktokens in Claude Opus 5.5
1.5 %of Claude's 200k window

A plain install of the package stops at the import below. These tool definitions are from a second install with mcp<2, started in a container with the network off, on 2026-11-02.

MCP error -32000: Connection closed
ModuleNotFoundError: No module named 'mcp.server.fastmcp'. This is mcp 2.x, where FastMCP was renamed to MCPServer (from mcp
Run it
uvx --with 'mcp<2' universal-connector-mcp@0.2.0 (stdio, probed in a container with the network off)
Host
pypi.org
Reports itself as
universal-connector 1.30.0
Capabilities
experimental, prompts, resources, tools
Repository
https://github.com/TeodorMCP/universal-connector-mcp
Registry
active, updated 2026-07-23 · registry entry
Changes
2 recorded, reachable in 0 of them. A row is added when the result, the tool count or the cost changes.

Most expensive tools

Estimates with the o200k_base tokenizer.

Toolo200k estimateShare of this server
execute_graph35421 %
execute28116 %
execute_chained24714 %
load_api24414 %
search_catalog23113 %

Compare this server with others.

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Other registry entries on pypi.org, the ones next to this name; all of them.

Servers that mention connector.

History

We add a row when the result changes. A server with no change keeps its last row.

ProbedResultInitToolsClaudeo200k
2026-11-02 08:25needs mcp<22.0 s103.0k1.7k
2026-10-19 06:56crashed on start

Badge for the README

mcpcost: needs mcp<2

The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.

Atom feed

A mail when this server changes

Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.

For the publisher

The cause and the fix, with the code before and after: ModuleNotFoundError: No module named 'mcp.server.fastmcp'