io.github.CSOAI-ORG/writing-assistant-ai-mcp
Writing Assistant AI MCP
Is the io.github.CSOAI-ORG/writing-assistant-ai-mcp MCP server down? No. Installed with mcp<2, it started and listed its tools on 2026-11-06.
Writing Assistant Ai tools for AI agents. Capabilities: generate headlines, score readability
needs mcp<2 probed 2026-11-15 · unchanged since 2026-11-06
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 2026-11-06.
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' writing-assistant-ai-mcp@1.0.11 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- Writing Assistant AI MCP 1.30.0
- Capabilities
- experimental, prompts, resources, tools
- Repository
- https://github.com/CSOAI-ORG/writing-assistant-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 |
|---|---|---|
| generate_headlines | 189 | 26 % |
| build_outline | 185 | 25 % |
| check_similarity | 124 | 17 % |
| score_readability | 122 | 17 % |
| analyze_tone | 113 | 15 % |
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/weather-ai-mcp · needs mcp<2
- io.github.CSOAI-ORG/web-research-mcp · needs mcp<2
- io.github.CSOAI-ORG/webhook-ai-mcp · needs mcp<2
- io.github.CSOAI-ORG/workout-planner-ai-mcp · needs mcp<2
- io.github.CSOAI-ORG/yaml-ai-mcp · crashed on start
- CTRLRun Operator io.github.CTRLRun/ctrlrun-mcp-operator · not probed
- AgentReady MCP io.github.CYAN-ECLIPSE-TECHNOLOGIES-LLC/agent-ready · needs args
- Eclipse Aperture MCP io.github.CYAN-ECLIPSE-TECHNOLOGIES-LLC/aperture · alive
Servers that mention writing.
- ai.etincel/etincel-nonfiction · needs auth
- ai.fluxink/fci-mcp · alive
- Realastat ai.realastat/realastat · needs auth
- ShotClick Screenwriting ai.shotclick/screenwriting · needs auth
- Titleman ai.titleman/commercial-real-estate-property-valuation · needs auth
- Writingmate MCP ai.writingmate/writingmate-mcp · needs auth
- APICK Convert app.apick/convert · alive
- Idiolect AI app.idiolect/idiolect-ai · 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 |
|---|---|---|---|---|---|
| 2026-11-06 08:35 | needs mcp<2 | 1.6 s | 5 | 1.3k | 733 |
| 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'