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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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)
One MCP for any agent: your connected apps, shared memory, web search, social data and media tools.
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.
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Works in Claude on the web, desktop and mobile:
https://api.corespeed.io/mcpRun this in your terminal
claude mcp add --transport http corespeed https://api.corespeed.io/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"corespeed": {
"url": "https://api.corespeed.io/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": {
"corespeed": {
"type": "http",
"url": "https://api.corespeed.io/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.
ChatGPT connects only to servers on the internet:
https://api.corespeed.io/mcpMenu names can differ slightly by plan and over time.
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.
The server asks you to sign in before it lists its tools.
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 7, 2026
The registry name was verified against the domain corespeed.io (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 1034 ms (HTTP 401)
Declares OAuth sign-in, so your AI app can take you to log in
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 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 in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 4 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
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.
CoreSpeed gives an agent one MCP server, https://api.corespeed.io/mcp, that carries the tools of every app your organization has connected (Notion, Slack, GitHub, X, Linear, and more), long-term memory shared across agents, a Drive every tool reads and writes, media generation and understanding, live web search, and public social data, all billed to one wallet with spend caps and an audit trail.
This repository holds the CoreSpeed plugin for Claude Code, Codex and Cursor, and the agent skills it bundles. The cs command-line tool is published to npm as @corespeed/cs.
claude plugin marketplace add corespeed-io/cs
claude plugin install corespeed@corespeed
Inside Claude Code the same is /plugin marketplace add corespeed-io/cs, then /plugin install corespeed@corespeed. Start a new session, run /mcp, pick the CoreSpeed server, and authenticate in the browser.
codex plugin marketplace add corespeed-io/cs
codex plugin add corespeed@corespeed
Start a new Codex task. When CoreSpeed shows Authentication required, select Authenticate (or open Settings → MCP servers → CoreSpeed) and finish the sign-in in the browser. In the ChatGPT desktop app the plugin appears under the CoreSpeed marketplace once it has been added.
Codex installs the self-contained plugins/corespeed-directory/ package. It uses https://api.corespeed.io/mcp/plugin/chatgpt: nine memory operations, current identity and completion of memory write approvals. Its corespeed-memory skill guides recall, saving, correction, memory links and deletion. New memories are private unless you ask to share them. This is the package prepared for OpenAI Directory review; it contains no general CLI or HTTP API skill and does not operate connected apps or files. It requires the narrowed memory contract to be deployed before installation or submission. It keeps the same MCP URL already configured for the plugin; there is no server-address migration.
Claude Code keeps the full server and the CLI/API skills in plugins/corespeed/. Cursor uses that package with the same memory-only plugin endpoint, plus the broader CLI/API skills. Codex has one manifest, in plugins/corespeed-directory/.
codex plugin marketplace add corespeed-io/cs
codex plugin add corespeed-cli@corespeed
This plugin registers no MCP server. Its cs-cli skill has the agent install the cs command-line tool, sign in once in the browser, and then find and call CoreSpeed tools from the shell (cs mcp search, cs mcp get, cs mcp call), and move files in and out of the organization's Drive (cs drive put, cs drive get). Pick it when Codex cannot load your organization's full tool list, or when you want every call to go through the shell. It remains available separately from the repository marketplace. It is not part of the Directory memory package, and its availability here is not an OpenAI approval.
In Cursor, open Customize, search the Marketplace for CoreSpeed, and install it. Pick the CoreSpeed MCP server and sign in in the browser when Cursor asks. Grok Bot loads plugins from the Cursor Marketplace, so the same plugin works there.
Cursor reads the legacy package's root .mcp.json, so its server is the plugin surface https://api.corespeed.io/mcp/plugin/chatgpt: the same eleven memory, identity and approval operations as the Directory package. A connected app's tools and the organization's Drive are reached through the bundled cs-cli skill (cs mcp call, cs drive).
To try this repository before a Marketplace release, copy plugins/corespeed to ~/.cursor/plugins/local/corespeed and reload the window.
cs CLInpm install -g @corespeed/cs
cs login
cs signs you in through the browser, mints sk-cs- API keys for CI, switches organizations, connects apps, and calls tools from a terminal. See the CLI docs.
| Plugin | Part | What it does |
|---|---|---|
Codex corespeed (plugins/corespeed-directory/) | MCP and corespeed-memory skill | Eleven individually exposed memory, identity and approval operations; no app connections, files or generic executor. |
Claude/Cursor corespeed (plugins/corespeed/) | MCP server | Browser sign-in (OAuth 2.1 + PKCE), never a pasted key. Claude Code: the full https://api.corespeed.io/mcp. Cursor: the plugin surface https://api.corespeed.io/mcp/plugin/chatgpt (memory, identity and approvals). |
Claude/Cursor corespeed | cs-cli skill | Using the cs CLI: sign-in, finding and calling tools from a shell, memory, files in the Drive, API keys, organizations, connectors, remote MCP servers, credit. |
Claude/Cursor corespeed | cs-api skill | Calling CoreSpeed over HTTP from code and CI: credentials, tools/list and tools/call, error codes, credits. |
corespeed-cli | cs-cli skill | The same skill, and nothing else: no MCP server is registered. |
The public Directory upload is only `plugins/corespeed-directory/`, with the manifest at its root under .codex-plugin/. Do not upload this entire repository or the legacy plugins/corespeed/ package. Run python3 scripts/check-directory.py before packaging. CI checks the exact file inventory so a broader skill cannot enter the upload accidentally.
Standalone CLI installation remains your choice, using npm or the separate corespeed-cli plugin above. The memory plugin neither requires nor installs it and does not use it to complete an unavailable or denied operation. CLI sign-in is separate; plugin credentials are not copied.
If you added CoreSpeed to your client by hand earlier (claude mcp add, codex mcp add, or an entry in Cursor's mcp.json), remove that entry before installing the plugin, so every tool is registered once.
Sign-in happens at login.corespeed.io, and the plugins' only servers are https://api.corespeed.io/mcp and https://api.corespeed.io/mcp/plugin/chatgpt. Anything else claiming to be CoreSpeed is not this plugin.
Copilot in VS Code, Claude.ai, ChatGPT, and any client that speaks Streamable HTTP with MCP authorization connect with the URL alone. Per-client setup is at https://corespeed.io/docs/mcp.
Apache-2.0