io.github.CSOAI-ORG/feedback-analyzer-ai-mcp
feedback-analyzer-ai
Is the io.github.CSOAI-ORG/feedback-analyzer-ai-mcp MCP server down? No. Installed with mcp<2, it started and listed its tools on 2026-10-31.
Feedback Analyzer Ai MCP Server by MEOK AI Labs
needs mcp<2 probed 2026-11-14 · unchanged since 2026-10-31
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 2026-10-31.
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' feedback-analyzer-ai-mcp@1.0.12 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- feedback-analyzer-ai 1.30.0
- Capabilities
- experimental, prompts, resources, tools
- Repository
- https://github.com/CSOAI-ORG/feedback-analyzer-ai-mcp
- Registry
- deprecated, updated 2026-10-31 · 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 |
|---|---|---|
| sentiment_trend | 498 | 26 % |
| generate_summary | 483 | 25 % |
| analyze_feedback | 468 | 24 % |
| extract_themes | 466 | 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/expense-tracker-ai-mcp · needs mcp<2
- io.github.CSOAI-ORG/explainability-report-mcp · needs mcp<2
- io.github.CSOAI-ORG/faker-ai-mcp · needs mcp<2
- io.github.CSOAI-ORG/fda-samd-mcp · needs mcp<2
- io.github.CSOAI-ORG/file-organizer-ai-mcp · needs mcp<2
- io.github.CSOAI-ORG/firmware-attestation-mcp · needs mcp<2
- io.github.CSOAI-ORG/fishkeeper-ai-mcp · needs mcp<2
- io.github.CSOAI-ORG/fitness-ai-mcp · needs mcp<2
Servers that mention analyzer.
- dev.webanalyzer/webanalyzer · alive
- Social Media Finder - Social Analyzer | Username 900+ Sites io.github.AnshumanAtrey/social-analyzer · needs auth
- HTTP Headers Analyzer API io.github.Br0ski777/http-headers · TLS error
- Password Strength Analyzer API io.github.Br0ski777/password-strength · TLS error
- Sentiment Analyzer API io.github.Br0ski777/sentiment-analyzer · TLS error
- SEO Page Analyzer io.github.Br0ski777/seo-analyzer · TLS error
- Data Observability io.github.Evozim/data-observability · not found
- Deepfake-Lens io.github.Evozim/deepfake-lens · not found
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-31 07:34 | needs mcp<2 | 1.4 s | 4 | 3.2k | 1.9k |
| 2026-10-16 06:24 | 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'