Skip to content

Commit bed8395

Browse files
Revise README for clarity and improved phrasing
Updated the README to enhance clarity and improve phrasing.
1 parent 666a409 commit bed8395

1 file changed

Lines changed: 4 additions & 4 deletions

File tree

README.md

Lines changed: 4 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -1,8 +1,8 @@
11
# Contextful
22

3-
**Highly efficient context management for agentic AI.**
3+
**Most-efficient Context Management Layer for Agentic AI.**
44

5-
Contextful is the runtime context layer agents need for real projects. It integrates with Codex, Claude Code, Cursor, Windsurf, GitHub Copilot, VS Code, Cline, Roo Code, Continue, and Zed through MCP, then gives agents one fast way to find, compress, cite, and remember project context.
5+
Contextful is a runtime contextual layer agents need for real projects. Available as an MCP, it integrates with Codex, Claude Code, Cursor, Windsurf, GitHub Copilot, VS Code, Cline, Roo Code, Continue, and Zed, then gives agents one fast way to find, compress, cite, and remember project context.
66

77
Instead of making an agent read 40 files every session, Contextful indexes the project once and returns a ranked, cited, token-budgeted **context pack**.
88

@@ -13,9 +13,9 @@ Instead of making an agent read 40 files every session, Contextful indexes the p
1313
- **No lost context between sessions:** agents can store session learnings in an evidence-backed memory ledger.
1414
- **Shareable project knowledge:** lessons and context packs survive context compaction and future sessions.
1515

16-
## Core Features
16+
## Core
1717

18-
### Solid Search Engine
18+
### Search Engine
1919

2020
Contextful analyzes the query, classifies intent, and combines lexical search, symbols, docs, graph relationships, and memory hits to retrieve the right evidence. The goal is Google-level project search for agents: vague queries like "resources for auth onboarding" should still land on the right code, docs, and prior lessons.
2121

0 commit comments

Comments
 (0)