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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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)
Search, vet & assemble MCP servers from your agent: verified tools, risk labels, and trust scores.
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 …”.
Works in Claude on the web, desktop and mobile:
https://mcpexplorer.com/mcpRun this in your terminal
claude mcp add --transport http mcpexplorer https://mcpexplorer.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"mcpexplorer": {
"url": "https://mcpexplorer.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": {
"mcpexplorer": {
"type": "http",
"url": "https://mcpexplorer.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://mcpexplorer.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.
We have not read this server’s tool list yet; we check endpoints in rotation.
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 mcpexplorer, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
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 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 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 months 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.
The search engine and trust layer for MCP servers.
MCPExplorer indexes Model Context Protocol servers and verifies each one with a live handshake — so you can see the real tools a server exposes, each labeled by risk, plus a trust score, *before* you install it.
Every "awesome MCP" list is a static, unverified README. MCPExplorer actually
runs the servers.
This repo is the public home for MCPExplorer's docs and its MCP server manifest. The product itself lives at [mcpexplorer.com](https://mcpexplorer.com).
As the MCP ecosystem grew past thousands of servers, the lists stopped being useful. From a name and a one-line description you can't tell:
until you install it and hope.
tools/list handshake on every server — remote servers over the network, local/stdio servers in a hardened, ephemeral Docker sandbox — and extracts the true tool surface.Currently ~1,000 servers indexed · 3,500+ tools extracted · 278 handshake-verified.
MCPExplorer exposes its own MCP server, so you can search, vet, and assemble servers from inside your agent — without leaving your client. Hand plan_toolset a plain-language goal and get back a recommended, governed toolset.
Endpoint: https://mcpexplorer.com/mcp (Streamable HTTP, no auth)
Add it to Claude Code:
claude mcp add --transport http mcpexplorer https://mcpexplorer.com/mcp
Or add it to any MCP client:
{
"mcpServers": { "mcpexplorer": { "type": "streamable-http", "url": "https://mcpexplorer.com/mcp" } } }
Tools (14):
| Tool | What it does |
|---|---|
search_servers | Search the index by capability, transport, and risk |
get_server | A server's verified tools, install command, and trust breakdown |
get_capability | Servers that provide a given capability |
compare_servers | Side-by-side comparison of two servers |
get_alternatives | Servers similar to a given one |
check_trust | Explainable trust score and reasoning for a server |
generate_runtime_config | Ready-to-paste client config for a server |
list_capabilities | The capability slugs you can search and look up by |
list_runtimes | Runtimes generate_runtime_config supports |
get_ecosystem_stats | Live totals + provenance/transport breakdowns |
list_loadouts | Curated server kits for a job (GTM, coding, research, …) |
get_loadout | One kit with live trust + aggregated tool-risk |
plan_toolset | Plain-language goal → a recommended governed toolset |
report_broken_server | Flag a stale or broken listing |
Every server flows through a crawler pipeline:
discover → fetch → parse → normalize → resolve → enrich →
classify → verify (live handshake) → score trust → decide indexability
The verify stage is the heart of it. Remote servers are probed over the network; local/stdio servers are executed in a locked-down container (--read-only, --cap-drop ALL, --security-opt no-new-privileges, no host mounts, no secrets, memory/CPU/PID limits, auto-removed) that runs only known launchers (npx/uvx/uv/pnpm/bunx). The handshake extracts the real tools/list, and each tool's risk is derived from its name and schema.
A page is only indexed once it has real MCP-server evidence and enough verified facts — so the index stays servers, not framework repos or link lists.
https://mcpexplorer.com/mcp (see above)Missing something? Submit it at https://mcpexplorer.com/submit — it enters the same verification pipeline as everything else.
Is this affiliated with Anthropic? No. MCP is Anthropic's open protocol; MCPExplorer is an independent index built on top of it.
Is the trust score a black box? No. It's deterministic, and every +/− factor is shown on each server's page.
How do you run untrusted servers safely? Local/stdio servers only ever run inside the hardened, ephemeral container described above — never on the host, never with secrets.
MCPExplorer · mcpexplorer.com · a discovery, trust, and capability graph for MCP servers.