io.github.CSOAI-ORG/web-research-mcp
Web Research MCP
Is the io.github.CSOAI-ORG/web-research-mcp MCP server down? No. Installed with mcp<2, it started and listed its tools on 2026-11-03.
AI-powered web research MCP server for agents. Supports web search, browse page, extract...
needs mcp<2 probed 2026-11-14 · 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' web-research-mcp@1.0.8 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- Web Research MCP 1.30.0
- Capabilities
- experimental, prompts, resources, tools
- Repository
- https://github.com/CSOAI-ORG/web-research-mcp
- Registry
- active, updated 2026-08-20 · registry entry
- Changes
- 3 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 |
|---|---|---|
| browse_page | 181 | 25 % |
| research_topic | 111 | 15 % |
| web_search | 96 | 13 % |
| extract_article | 91 | 13 % |
| deep_research | 86 | 12 % |
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/video-editing-ai-mcp · needs mcp<2
- io.github.CSOAI-ORG/voice-audio-mcp · needs mcp<2
- io.github.CSOAI-ORG/watermarking-authenticity-mcp · needs mcp<2
- io.github.CSOAI-ORG/weather-ai-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/writing-assistant-ai-mcp · needs mcp<2
- io.github.CSOAI-ORG/yaml-ai-mcp · crashed on start
Servers that mention research.
- Projectory ae.projectory/mcp · alive
- Adrio ai.adrio/adrio · needs auth
- ai.avasis/quant-research · needs auth
- Boolsai Signals ai.boolsai/signals · no DNS
- Compelling ai.compelling/mcp · needs auth
- Cookiy ai.cookiy/cookiy · needs auth
- Conveo ai.conveo/conveo · needs auth
- Distilla ai.distilla/mcp · 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 08:38 | needs mcp<2 | 1.5 s | 7 | 1.3k | 719 |
| 2026-10-27 06:53 | crashed on start | ||||
| 2026-10-20 06:50 | install failed |
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'