Contextful vs Graphify
A side-by-side look at the Contextful and Graphify MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
G
GraphifyKnowledge & MemorySearch indexed code, trace dependencies, assess change impact, and recall repository memory.36FairAuth: oauth 2.0Verdict: choose Contextful for knowledge & memory work as a local process; choose Graphify for knowledge & memory. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose Contextful when
- You need dedicated capabilities in the Knowledge & Memory domain.
- You prefer a local stdio subprocess transport.
GChoose Graphify when
- You need dedicated capabilities in the Knowledge & Memory domain.
- Its auth model fits you: OAuth 2.0.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | G Graphify | |
|---|---|---|
| Category | Knowledge & Memory | Knowledge & Memory |
| Quality signal | 41/100 · Fair | 36/100 · Fair |
| Install command | Confirmed | Not confirmed yet |
| Transport | Local subprocess (stdio) | — |
| Auth | Not declared | OAuth 2.0 |
| Pricing | Not declared | Not declared |
| Required env vars | None listed | None listed |
| Verified owner | Community listing |
Tools & capabilities
Contextful tools
No tool names declared yet. Check the project README from the listing page.
Graphify tools
No tool names declared yet. Check the project README from the listing page.
Ready-to-paste client configs
Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
Contextful
{
"mcpServers": {
"contextful": {
"command": "npx",
"args": [
"-y",
"@inferensys/contextful"
]
}
}
}
Graphify
No confirmed install command for Graphify yet — follow the setup steps linked from its listing page rather than a guessed package name.
Frequently asked questions
Contextful is categorized under Knowledge & Memory and uses a local stdio subprocess. Graphify belongs to Knowledge & Memory and uses an install path we have not confirmed yet. Pick Contextful for knowledge & memory work and Graphify for knowledge & memory.
Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client. Graphify has no confirmed install command yet — follow its own setup instructions.
Contextful has no declared pricing — check the project's own site. Graphify has no declared pricing — check the project's own site. Auth: oauth 2.0. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.
Yes. MCP clients support multiple servers: add contextful and graphify as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, Contextful has a quality signal of 41/100 (Fair) with 2 views, 0 installs and 5 GitHub stars. Graphify has 36/100 (Fair) with 0 views, 0 installs and 0 GitHub stars.