Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
Local repo context for coding assistants with semantic search and graph relationships.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"cortex": {
"command": "npx",
"args": [
"-y",
"@danielblomma/cortex-mcp"
]
}
}
}Run this in your terminal
claude mcp add cortex -- npx -y @danielblomma/cortex-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"cortex": {
"command": "npx",
"args": [
"-y",
"@danielblomma/cortex-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"cortex": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@danielblomma/cortex-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified with the GitHub account DanielBlomma, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.4.2) reached the registry 8 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Give AI coding agents the right context from your repository.
Cortex builds a local map of your code, symbols, relationships, and project rules. Coding agents query that map through the CLI instead of guessing or reading the whole repository.
Your code stays on your machine. MCP is not required.
Requires Node.js 20.9+ and Git.
npm install --global @danielblomma/cortex-mcp
cd your-project cortex init --bootstrap
This indexes the repository, adds Cortex instructions to AGENTS.md, installs Git hooks, and starts the background watcher.
Check the setup:
cortex doctor
# Find relevant code.
cortex search "where is authentication handled?" --json
cortex related --json
cortex impact "authentication" --json
cortex rules --json
cortex pattern-evidence src/auth.ts --json
cortex conventions src/payments/retry.ts --json
cortex guidance src/payments/retry.ts --task "add bounded retry handling" --json
cortex review --diff --json
cortex update
Agents can run these commands directly. cortex init adds instructions that tell them to search before answering and check impact before refactoring. They do not need an MCP connection.
Without Cortex, an agent often searches by filename and reads many unrelated files. Cortex gives it structured repository context:
The pipeline is local and straightforward:
repository -> local index -> Cortex CLI -> coding agent
| Command | Purpose |
|---|---|
cortex search "..." --json | Find relevant code and context |
cortex related --json | Follow relationships from a result |
cortex impact "..." --json | Estimate the blast radius of a change |
cortex rules --json | Show active repository rules |
cortex pattern-evidence --json | Find nearby implementation patterns |
cortex conventions --json | Inspect bounded repository convention profiles |
cortex guidance --task --json | Get bounded cited pre-coding guidance |
cortex review --diff --json | Review the current Git candidate with cited local evidence |
cortex update | Refresh changed context |
cortex status | Show index status |
cortex doctor | Diagnose the local setup |
cortex watch status | Check background synchronization |
cortex dashboard | Open the local status dashboard |
Run cortex help for the complete command list.
cortex conventions uses only the local index. It returns bounded, live-backed version-1 profiles and does not call a model, planner, provider, or network service. See Repository convention profiles for the exact eligibility, limit, hashing, persistence, and safety contract.
Before implementing a code task, use cortex guidance as cited additive context—not policy authority. Continue to use normal search, related, and impact when needed, and never skip explicit active rules or conflicts. The command is local-only and inspection-only; see the exact versioned contract in Pre-coding guidance.
After coding and before finalization, use cortex review --diff. It separates exact source-of-truth violations from heuristic local-pattern warnings and is inspection-only. See Deterministic diff review.
Git hooks and the watcher normally update Cortex automatically.
cortex status
cortex watch status cortex update
Run cortex update manually after a large change or when results look stale.
Make lexical and graph search available first while semantic indexing continues in the background:
cortex bootstrap --background --profile interactive
cortex indexing status --json
This mode supports macOS, Linux, and WSL. Native Windows should use normal foreground bootstrap.
npm install --global @danielblomma/cortex-mcp@latest
cortex init --force cortex bootstrap cortex update
Project configuration and rules are preserved. See CHANGELOG.md for version-specific notes.
The normal Cortex workflow uses the CLI. If a client explicitly requires MCP, run cortex connect.
Cortex supports DeepSeek Harness through the V1 explicit tools and skills integration. Cortex 2.6.0 contains and validates the integration source against the pinned Harness 0.1.1-rc.2 release. Separate npm bundle distribution is deferred and currently unavailable.
The bundle provides four agent-scoped tools (cortex_search, cortex_related, cortex_impact, and cortex_rules) and five Cortex behavior skills (change-impact, context-review, pattern-review, repo-research, and using-cortex). Retrieval is local, repository-scoped, explicit, and user-controlled. The integration does not automatically initialize, update, or watch a repository.
V2 proactive/assistive retrieval remains planned and experimental; it is not included in Cortex 2.6.0. See the V1-to-V2 integration plan for details.
MIT