Context7
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Persistent memory, hybrid search and a goal graph for AI agents, over stdio or remote HTTP.
Pick the AI app you use, then copy the settings.
Passed 5/5 checks · What you ask goes through the maker’s server (app.contextq.dev) · ✓ Commands checked Nov 13, 2026
First: which AI do you use?
Pick your app and the steps appear below.
Works with Claude · about 5 min
You need a Contextq MCP key (create it on the maker’s site) · Set it up once on claude.ai or the desktop app, then use it in chat · free accounts can add 1 · on Team/Enterprise an Owner adds it
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
CustomizeConnectors
Copy each value into the field with the same name in Claude, then click Continue
Contextq MCPhttps://app.contextq.dev/mcpUnder Request headers, add this name and value
AuthorizationBearer <paste your key here>Paste the key only into the app’s field, never into a chat or to anyone
Click Continue past the sign-in settings Claude detected · under Authentication choose what the maker says (Sign in now, Sign in when needed or No sign in), then click Add
+ConnectorsContextq MCP
Use Contextq MCP and tell me what you can do for me, then show me one thing✓ If Claude says it is using Contextq MCP or shows a Contextq MCP tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
ChatGPT cannot connect Contextq MCP yet
Contextq MCP needs your own key to connect, but OpenAI’s help page only describes OAuth sign-in; there is no key option we could verify
A · Use an app that can connect Contextq MCP
B · Others in Search & AI memory that work with ChatGPT
Picked from the most used in the same category, only ones that connect by address with no key
Works with Claude Code · about 5 min
You need a Contextq MCP key (create it on the maker’s site)
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
Mac: press Command+Space and type Terminal · Windows: open PowerShell
claude mcp add --transport http --scope user contextq https://app.contextq.dev/mcp --header 'Authorization: Bearer your-value'Replace “your-value” with your key before pressing Enter
Paste the key only into the app’s field, never into a chat or to anyone
You should see Contextq MCP listed as connected
Use Contextq MCP and tell me what you can do for me, then show me one thing✓ If Claude Code says it is using Contextq MCP or shows a Contextq MCP tool in the answer, you are connected
Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with Cursor · about 5 min
You need a Contextq MCP key (create it on the maker’s site)
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
In the Contextq MCP settings, Authorization is empty; add your key and save
Paste the key only into the app’s field, never into a chat or to anyone
Use Contextq MCP and tell me what you can do for me, then show me one thing✓ If Cursor says it is using Contextq MCP or shows a Contextq MCP tool in the answer, you are connected
Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Works with VS Code · about 5 min
You need a Contextq MCP key (create it on the maker’s site)
Open the maker’s site, sign up and create an API key for the next step. Check the maker’s site for pricing and free plans.
In the Contextq MCP settings, Authorization is empty; add your key and save
Paste the key only into the app’s field, never into a chat or to anyone
Use Contextq MCP and tell me what you can do for me, then show me one thing✓ If VS Code says it is using Contextq MCP or shows a Contextq MCP tool in the answer, you are connected
Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version
Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.
Address for apps that connect over the web
https://app.contextq.dev/mcpJSON settings are under “For developers” below
Claude Code
claude mcp add --transport http --scope user contextq https://app.contextq.dev/mcp --header 'Authorization: Bearer your-value'Cursor (~/.cursor/mcp.json)
{
"mcpServers": {
"contextq": {
"url": "https://app.contextq.dev/mcp",
"headers": {
"Authorization": "Bearer your-value"
}
}
}
}VS Code (mcp.json)
{
"servers": {
"contextq": {
"type": "http",
"url": "https://app.contextq.dev/mcp",
"headers": {
"Authorization": "Bearer your-value"
}
}
}
}Claude Code
claude mcp add --scope user contextq --env CONTEXT_API_KEY=your-value --env CONTEXT_API_URL=your-value -- npx -y @contextq/mcpClaude Desktop (claude_desktop_config.json)
{
"mcpServers": {
"contextq": {
"command": "npx",
"args": [
"-y",
"@contextq/mcp"
],
"env": {
"CONTEXT_API_KEY": "your-value",
"CONTEXT_API_URL": "your-value"
}
}
}
}Cursor (~/.cursor/mcp.json)
{
"mcpServers": {
"contextq": {
"command": "npx",
"args": [
"-y",
"@contextq/mcp"
],
"env": {
"CONTEXT_API_KEY": "your-value",
"CONTEXT_API_URL": "your-value"
}
}
}
}VS Code (mcp.json)
{
"servers": {
"contextq": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@contextq/mcp"
],
"env": {
"CONTEXT_API_KEY": "your-value",
"CONTEXT_API_URL": "your-value"
}
}
}
}CONTEXT_API_KEY secret required envCONTEXT_API_URL required envAuthorization secret HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
npm: @contextq/mcpBased on how this server connects and on each app’s own docs, checked Nov 10, 2026.
Connect over the internet in
ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
Run on your computer in
ClaudeGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatRaycast
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 13, 2026
The registry name was verified with the GitHub account contextq, which owns the repo
Code last changed 43 days ago
Uses MIT
Responded in 879 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
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Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 5 of 5 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.
You need to fill in: Authorization, CONTEXT_API_KEY, CONTEXT_API_URL
Either way works: install it on your computer or connect to the cloud version.
The GitHub repo last changed 43 days ago, and the latest version (2.1.1) reached the registry 43 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 on the web (full MCP on Business and above; Pro read-only).
In the same category: Context7, Codebase Memory, Ruflo
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ 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.
Agent teams, swarms, memory and hooks for Claude Code and Codex, served over MCP.
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.
MCP server for ContextQ -- exposes the ContextQ knowledge-management API (89 tools: save, search, ingest, goal graphs, agent sessions, relays, and more) as Model Context Protocol tools. A curated ~24-tool default set loads at connection to keep the token cost of tools/list low; the rest load on demand or via CONTEXT_MCP_TOOL_PROFILE=full -- see below.
npx -y @contextq/mcp
Two environment variables are required in every client:
| Variable | Description |
|---|---|
CONTEXT_API_URL | Base URL of your ContextQ server (e.g. https://ctx.example.com) |
CONTEXT_API_KEY | API key sent as Authorization: Bearer on every request |
Optional:
| Variable | Description |
|---|---|
CONTEXT_MCP_TOOL_PROFILE | default (default if unset) loads a curated ~24-tool set at connection, well under most hosts' comfortable tool-list budget; full loads all ~89 tools from the start. On default, the rest stay reachable via the ctx_tool_groups (list) / ctx_load_tool_group (load) tools without reconnecting -- see docs/mcp-tools.md "Discoverability under ToolSearch deferral" |
Setup paths: Claude Code and Claude Desktop have automated setup via the contextq init CLI command. Cursor, Windsurf, and Cline require manual config file editing — see docs/mcp-setup.md for the full reference.
Add to claude_desktop_config.json:
{
"mcpServers": { "contextq": { "command": "npx", "args": ["-y", "@contextq/mcp"], "env": { "CONTEXT_API_KEY": "sk_live_YOUR_API_KEY", "CONTEXT_API_URL": "https://ctx.example.com" } } } }
claude mcp add contextq \
-e CONTEXT_API_KEY=sk_live_YOUR_API_KEY \ -e CONTEXT_API_URL=https://ctx.example.com \ -- npx -y @contextq/mcp
Add to your Cursor MCP config (.cursor/mcp.json or Settings > MCP):
{
"mcpServers": { "contextq": { "command": "npx", "args": ["-y", "@contextq/mcp"], "env": { "CONTEXT_API_KEY": "sk_live_YOUR_API_KEY", "CONTEXT_API_URL": "https://ctx.example.com" } } } }
STATUS (2026-06-02): Windsurf was rebranded as Devin Desktop and Cascade was end-of-lifed (2026-07-01). If you have an existing Windsurf install, the configuration below still applies, but new installations should use Devin Desktop instead. Devin Desktop uses the same MCP config format under .devin/mcp.json.
Add to your Windsurf MCP config (.windsurf/mcp.json):
{
"mcpServers": { "contextq": { "command": "npx", "args": ["-y", "@contextq/mcp"], "env": { "CONTEXT_API_KEY": "sk_live_YOUR_API_KEY", "CONTEXT_API_URL": "https://ctx.example.com" } } } }
CONTEXT_API_URL and returns the response. No telemetry, no background sync, no usage tracking beyond what your ContextQ server logs./api/* endpoints enforce tenant isolation -- an API key can only access the tenant it was issued for. Cross-tenant data leaks are impossible at the API layer.CONTEXT_API_KEY is sent as an Authorization: Bearer header on every call. It never appears in tool names, argument schemas, or responses returned to the LLM.A handful of ContextQ tools run LLM calls, kNN scans, or bulk DB operations server-side and can legitimately take longer than a typical MCP client's default request timeout. If your client aborts before the server responds, you will see a timeout error that looks like a broken tool — it usually isn't. Configure a longer per-server timeout for this MCP server rather than assuming the tool is hung.
Slow-class tools (recommend a longer timeout, e.g. 120000-180000 ms depending on workspace size):
| Tool | Why it's slow |
|---|---|
ctx_dream | Clusters a workspace's contexts via vector similarity, then runs one LLM synthesis call per cluster. |
ctx_evolve | Runs LLM judging over up to 20 nearest-neighbor contexts to decide links/archival. |
ctx_ingest | Fetches/parses a source and runs LLM claim extraction + kNN diffing. Large or URL-sourced ingests already return { jobId, statusUrl } and expect polling via ctx_ingest_status — but small inline ingests still run synchronously and can take several seconds. |
ctx_regenerate_mocs | Re-clusters all of a tenant's contexts and runs one LLM synthesis call per cluster (admin scope). |
ctx_memory_review_run | Samples older contexts and asks the LLM to verdict each one (superadmin scope). |
ctx_bulk_update | Applies a lifecycle/archive patch to up to 200 context ids in one call — bounded, but still slower than a single-row update. |
ctx_audit_cleanup_run | Deletes up to 5000 activity_logs rows in one pass (superadmin scope). |
ctx_snapshot_create / ctx_fork_world / ctx_diff_world | Clone or diff a workspace's full memory state (contexts, links, goal graph) — cost scales with workspace size. |
Everything else (ctx_search, ctx_get, ctx_save, ctx_list, agent_*, goal_*, relay_*, etc.) is ordinary CRUD/search and should complete well within a default client timeout.
These numbers are starting points, not guarantees — actual latency depends on your ContextQ server's hardware, workspace size, and configured LLM/embedding provider. Measure against your own deployment before tuning tighter.
.mcp.json per-server request_timeout_msMost MCP clients that support .mcp.json (including Claude Code) accept a per-server request_timeout_ms to override the client's default request timeout for every tool call on that server:
{
"mcpServers": { "contextq": { "command": "npx", "args": ["-y", "@contextq/mcp"], "env": { "CONTEXT_API_KEY": "sk_live_YOUR_API_KEY", "CONTEXT_API_URL": "https://ctx.example.com" }, "request_timeout_ms": 120000 } } }
request_timeout_ms applies per server, not per tool — if you regularly call slow-class tools, size it for the slowest one you expect to hit, not the average. Claude Code 2.1.206 fixed a bug where this field was silently ignored (a 60s default was applied regardless); confirm your Claude Code version is at least 2.1.206 if the setting doesn't seem to take effect.
Independently of request_timeout_ms, Claude Code (2.1.187+) also enforces CLAUDE_CODE_MCP_TOOL_IDLE_TIMEOUT — an idle-abort timeout (default around 5 minutes) that fires if an MCP tool call produces no activity for that long. Set it in your shell environment (not .mcp.json) when calling slow-class tools against a large workspace:
export CLAUDE_CODE_MCP_TOOL_IDLE_TIMEOUT=300000 # milliseconds; raise if ctx_dream/ctx_ingest still time out
Treat both settings as recommendations, not guarantees, of how long any given call will take.
The 99-tool surface exposed by this MCP server is a direct projection of the ContextQ API (24 loaded by default, the rest via CONTEXT_MCP_TOOL_PROFILE=full or on-demand -- see "Client configuration" above). The tool count and signatures drift with the server. Pin compatible versions:
| MCP package | ContextQ server API |
|---|---|
@contextq/mcp@2.x | ContextQ v2.x (99 tools) |
When upgrading your ContextQ server, check the changelog and bump the MCP package to the matching major version. A version mismatch may surface unknown tools or break call signatures.
MIT