io.github.CSOAI-ORG/keyword-extractor-ai-mcp
keyword-extractor-ai
Is the io.github.CSOAI-ORG/keyword-extractor-ai-mcp MCP server down? No. Installed with mcp<2, it started and listed its tools on 2026-11-03.
Keyword Extractor Ai MCP Server by MEOK AI Labs
needs mcp<2 probed 2026-11-15 · unchanged since 2026-11-03
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 2026-11-03.
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' keyword-extractor-ai-mcp@1.0.12 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- keyword-extractor-ai 1.30.0
- Capabilities
- experimental, prompts, resources, tools
- Repository
- https://github.com/CSOAI-ORG/keyword-extractor-ai-mcp
- Registry
- active, updated 2026-08-19 · 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.
| Tool | o200k estimate | Share of this server |
|---|---|---|
| extract_keywords | 531 | 26 % |
| compare_keywords | 499 | 25 % |
| analyze_density | 493 | 24 % |
| suggest_tags | 493 | 24 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- io.github.CSOAI-ORG/job-description-ai-mcp · needs mcp<2
- io.github.CSOAI-ORG/json-ai-mcp · needs mcp<2
- io.github.CSOAI-ORG/jwt-ai-mcp · needs mcp<2
- io.github.CSOAI-ORG/keystone-verify-proxy-mcp · install failed
- io.github.CSOAI-ORG/landlaw-ai-mcp · needs mcp<2
- io.github.CSOAI-ORG/lead-scoring-ai-mcp · needs mcp<2
- io.github.CSOAI-ORG/legal-document-ai-mcp · needs mcp<2
- io.github.CSOAI-ORG/license-checker-ai-mcp · needs mcp<2
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- AI Website-to-JSON Data Scraper & Extractor com.ranovam/ai-website-to-dataset · needs auth
- Greenhouse Jobs Scraper & API Data Extractor com.ranovam/greenhouse-jobs-scraper · needs auth
- Invoice & Receipt OCR Extractor to Excel com.ranovam/invoice-to-excel · needs auth
- Lever Jobs Scraper - Job Board Data Extractor com.ranovam/lever-scraper · needs auth
- Rippling Jobs Scraper & Data Extractor API com.ranovam/rippling-scraper · needs auth
- Shopify & eBay Product Scraper & Extractor com.ranovam/shopify-ebay-product-research · needs auth
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-11-03 08:37 | needs mcp<2 | 1.0 s | 4 | 3.4k | 2.0k |
| 2026-10-20 06:41 | crashed on start |
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
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 package imports FastMCP from mcp.server.fastmcp. mcp 2.0, the Python SDK of 28 July 2026, renamed FastMCP to MCPServer, and the package asks for mcp with no upper bound, so a plain install (uvx, pip) gets mcp 2.x and the server stops at the import. Installed with mcp<2, it starts and lists its tools. The fix for the publisher: pin mcp<2 in the dependencies, for example mcp>=1.2,<2, and publish a new version, or move to MCPServer as the SDK's migration guide says. Until then, run it with uvx --with 'mcp<2'.
The cause and the fix, with the code before and after: ModuleNotFoundError: No module named 'mcp.server.fastmcp'