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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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)
Find and evaluate MCP servers: search the independent MCP Yellow Pages directory.
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.mcpyp.com/mcpRun this in your terminal
claude mcp add --transport http mcpyp https://api.mcpyp.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"mcpyp": {
"url": "https://api.mcpyp.com/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": {
"mcpyp": {
"type": "http",
"url": "https://api.mcpyp.com/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.mcpyp.com/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.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
find_mcpSearch the MCP Yellow Pages measured catalog. Start here to discover MCP servers for a task. Returns servers ranked by content match, then by independently measured quality (liveness, deep-test results, tool counts). Every result was actually probed by MCPYP; requires_key tells y
get_mcpGet the full measured profile of one MCP server: description, measured tool list with parameters, liveness and deep-test outcomes, endpoint region. Use after find_mcp to inspect a candidate before connecting.
get_configGet a ready-to-paste client configuration for one MCP server. If the server requires a publisher API key, the config contains a placeholder plus where to obtain the key; MCPYP never issues or stores keys. Pass the same journey_id as the pick step so the funnel conversion is logge
exploreStep 1 of the MCPYP selection funnel (broad search). Returns a broad pool of candidate servers for a task (default 20, paged with offset) plus the total match count. Use this first to see the shape of the pool, then narrow with refine. Pass the same journey_id across explore, ref
refineStep 2 of the MCPYP selection funnel (refined search). Narrows a task to exactly 5 candidates. IMPORTANT: improve the query at each step - use what explore returned (candidate names, tool names, categories) to write a sharper, more specific query here than the explore query. Opti
pickStep 3 of the MCPYP selection funnel (final selection). Commits to exactly ONE server: either the top-ranked server for a further-improved query, or the named server from the refine step. Keep improving the query: each step's query should be sharper than the last, so the journey
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 publisher (MCPYellowPages) is not the repo owner (MCPYellowPages); someone else may have listed it
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 118 ms (HTTP 200)
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Read 6 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 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 (1.0.2) reached the registry 2 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.
No README found in the repo