world-model-mcp
Rank #3,307io.github.SaravananJaichandar/world-model-mcp
Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.
What you can do with world-model-mcp
world-model-mcp is a Model Context Protocol (MCP) server published by saravananjaichandar. It ranks #3,307 of 166,807 active servers on MCP Toplist, and its repository has 24 GitHub stars. world-model-mcp is listed across 3 registries — Official MCP, PulseMCP and Glama, with 28 tracked versions. It was first listed on Jan 10, 2026 and most recently updated on Jul 24, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What world-model-mcp can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using world-model-mcp
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Nov 2, 2026. Not independently verified by MCP Toplist.
- WORLD_MODEL_DB_PATH · optional
- ANTHROPIC_API_KEY · optional
- WORLD_MODEL_EXTRACTION_MODEL · optional
- WORLD_MODEL_REASONING_MODEL · optional
Connect world-model-mcp and confirm it works
claude mcp add world-model-mcp -e "WORLD_MODEL_DB_PATH=<your WORLD_MODEL_DB_PATH>" -e "ANTHROPIC_API_KEY=<your ANTHROPIC_API_KEY>" -e "WORLD_MODEL_EXTRACTION_MODEL=<your WORLD_MODEL_EXTRACTION_MODEL>" -e "WORLD_MODEL_REASONING_MODEL=<your WORLD_MODEL_REASONING_MODEL>" -- uvx world-model-mcpReplace each placeholder with your own value before saving.
[mcp_servers.world-model-mcp]
command = "uvx"
args = ["world-model-mcp"]
[mcp_servers.world-model-mcp.env]
WORLD_MODEL_DB_PATH = "<your WORLD_MODEL_DB_PATH>"
ANTHROPIC_API_KEY = "<your ANTHROPIC_API_KEY>"
WORLD_MODEL_EXTRACTION_MODEL = "<your WORLD_MODEL_EXTRACTION_MODEL>"
WORLD_MODEL_REASONING_MODEL = "<your WORLD_MODEL_REASONING_MODEL>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"world-model-mcp": {
"command": "uvx",
"args": [
"world-model-mcp"
],
"env": {
"WORLD_MODEL_DB_PATH": "<your WORLD_MODEL_DB_PATH>",
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
"WORLD_MODEL_EXTRACTION_MODEL": "<your WORLD_MODEL_EXTRACTION_MODEL>",
"WORLD_MODEL_REASONING_MODEL": "<your WORLD_MODEL_REASONING_MODEL>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"world-model-mcp": {
"command": "uvx",
"args": [
"world-model-mcp"
],
"env": {
"WORLD_MODEL_DB_PATH": "<your WORLD_MODEL_DB_PATH>",
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
"WORLD_MODEL_EXTRACTION_MODEL": "<your WORLD_MODEL_EXTRACTION_MODEL>",
"WORLD_MODEL_REASONING_MODEL": "<your WORLD_MODEL_REASONING_MODEL>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"world-model-mcp": {
"type": "stdio",
"command": "uvx",
"args": [
"world-model-mcp"
],
"env": {
"WORLD_MODEL_DB_PATH": "<your WORLD_MODEL_DB_PATH>",
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
"WORLD_MODEL_EXTRACTION_MODEL": "<your WORLD_MODEL_EXTRACTION_MODEL>",
"WORLD_MODEL_REASONING_MODEL": "<your WORLD_MODEL_REASONING_MODEL>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"world-model-mcp": {
"command": "uvx",
"args": [
"world-model-mcp"
],
"env": {
"WORLD_MODEL_DB_PATH": "<your WORLD_MODEL_DB_PATH>",
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
"WORLD_MODEL_EXTRACTION_MODEL": "<your WORLD_MODEL_EXTRACTION_MODEL>",
"WORLD_MODEL_REASONING_MODEL": "<your WORLD_MODEL_REASONING_MODEL>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"world-model-mcp": {
"command": "uvx",
"args": [
"world-model-mcp"
],
"env": {
"WORLD_MODEL_DB_PATH": "<your WORLD_MODEL_DB_PATH>",
"ANTHROPIC_API_KEY": "<your ANTHROPIC_API_KEY>",
"WORLD_MODEL_EXTRACTION_MODEL": "<your WORLD_MODEL_EXTRACTION_MODEL>",
"WORLD_MODEL_REASONING_MODEL": "<your WORLD_MODEL_REASONING_MODEL>"
}
}
}
}Replace each placeholder with your own value before saving.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for world-model-mcpyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Jan 10, 2026
- Latest version published
- Jul 24, 2026
- Version history
- 28 versions tracked (below)
- Requirements evidence
- Declared by Glama, last synced Nov 2, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Nov 2, 2026
- PulseMCP ↗listed since Jun 4, 2026 · still listed
- Glama ↗listed since Jun 4, 2026 · still listed
- Official MCP ↗listed since Jun 17, 2026 · still listed
Do you maintain world-model-mcp? to correct or enrich this profile.
Available versions (28)
| Version | Published |
|---|---|
| 0.15.5 | Jul 24, 2026 |
| 0.15.4 | Jul 24, 2026 |
| 0.15.3 | Jul 24, 2026 |
| 0.15.2 | Jul 24, 2026 |
| 0.15.1 | Jul 23, 2026 |
| 0.15.0 | Jul 23, 2026 |
| 0.14.1 | Jul 22, 2026 |
| 0.13.0 | Jul 11, 2026 |
| 0.12.14 | Jul 10, 2026 |
| 0.12.13 | Jul 7, 2026 |
| 0.12.12 | Jul 7, 2026 |
| 0.12.0 | Jul 6, 2026 |
| 0.11.0 | Jul 2, 2026 |
| 0.10.1 | Jul 2, 2026 |
| 0.10.0 | Jul 1, 2026 |
| 0.9.2 | Jun 30, 2026 |
| 0.9.1 | Jun 24, 2026 |
| 0.8.1 | Jun 17, 2026 |
| 0.8.0 | Jun 15, 2026 |
| 0.7.6 | Jun 13, 2026 |
| 0.7.5 | Jun 5, 2026 |
| 0.7.4 | May 30, 2026 |
| 0.7.3.1 | May 26, 2026 |
| 0.7.3 | May 26, 2026 |
| 0.7.2 | May 20, 2026 |
| 0.7.1 | May 19, 2026 |
| 0.7.0 | May 18, 2026 |
| 0.6.1 | May 5, 2026 |
Ranks ahead of 163,500 of 166,807 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.SaravananJaichandar%2Fworld-model-mcp)<a href="https://mcptoplist.com/server/io.github.SaravananJaichandar%2Fworld-model-mcp"><img src="https://mcptoplist.com/badge/io.github.SaravananJaichandar%2Fworld-model-mcp.svg" alt="MCP Toplist: Top 5% of 166,807" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains world-model-mcp?
- world-model-mcp is maintained by saravananjaichandar, which publishes 2 MCP servers (30 total versions) tracked on MCP Toplist.
- Is world-model-mcp listed on the Official MCP Registry?
- Yes — world-model-mcp is listed on the Official MCP Registry, alongside PulseMCP and Glama.
- How many versions does world-model-mcp have?
- MCP Toplist tracks 28 versions of world-model-mcp, most recently published on Jul 24, 2026.
- Where can I find the source code for world-model-mcp?
- The source code for world-model-mcp is hosted at github.com/saravananjaichandar/world-model-mcp.
Do you run this server?
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