io.github.Ravicha2/lit-review-council
Literature Review Council
Is the Literature Review Council MCP server down? No. Installed with mcp<2, it started and listed its tools on 2026-11-01.
Multi-agent literature review: research, peer review, and synthesize grounded reports.
needs mcp<2 probed 2026-11-15 · unchanged since 2026-11-01
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 2026-11-01.
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' lit-review-council@0.1.4 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- lit-review-council 1.30.0
- Capabilities
- experimental, prompts, resources, tools
- Repository
- https://github.com/Ravicha2/lit-review-council
- Registry
- active, updated 2026-06-22 · 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 |
|---|---|---|
| conduct_literature_review | 247 | 100 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- Nova3D io.github.RareSense/nova3d-mcp · needs mcp<2
- SpineFrame io.github.Ratnaditya-J/spineframe · not found
- io.github.RaulSimpetru/zotero-library-mcp · needs mcp<2
- 元铸工坊 SOSOFAST (yuanzhu) io.github.RavenWangChina/yuanzhu · crashed on start
- gsearch io.github.RayenMlayeh/gsearch · crashed on start
- NetLogo MCP io.github.Razee4315/netlogo-mcp · alive
- io.github.RecallWorks/recall · crashed on start
- io.github.ReGenNow/regennexus-mcp · crashed on start
Servers that mention council.
- Council of AI GSPC ai.councilof/gspc · alive
- Council of AI GSPC (free) ai.councilof/gspc-free · alive
- au.com.feasibly/planning · needs auth
- Meta Council com.meta-council/decision-intelligence · alive
- WhenIsBins com.whenisbins/bin-collections · alive
- dk.humanified/council-consult · server error
- Council of AI GSPC io.github.CSOAI-ORG/gspc · alive
- RegEvidenceHub Taxi io.github.ChanghuLiu/uk-taxi-phv-regulatory-decision-layer · alive
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-11-01 08:17 | needs mcp<2 | 9.8 s | 1 | 404 | 247 |
| 2026-10-18 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'