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Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.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 the web and extract article text for LLMs.
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
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"websharp": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"docker.io/jessegador/websharp-mcp:v0.99.0-rc2"
]
}
}
}Run this in your terminal
claude mcp add websharp -- docker run -i --rm docker.io/jessegador/websharp-mcp:v0.99.0-rc2Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"websharp": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"docker.io/jessegador/websharp-mcp:v0.99.0-rc2"
]
}
}
}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": {
"websharp": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"docker.io/jessegador/websharp-mcp:v0.99.0-rc2"
]
}
}
}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.
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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 8, 2026
The registry name was verified with the GitHub account jgador, 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 (v0.99.0-rc2) reached the registry 14 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Docker 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:↓ 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.
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.
WebSharp is a Model Context Protocol (MCP) server written in C# (.NET 9) that exposes web search and readable page extraction tools over the streamable HTTP transport. It pairs a SearXNG metasearch instance with the SmartReader content extraction library and ships with Docker assets so you can run everything locally with one command.
ModelContextProtocol.AspNetCore..mcp.json profile.web_search| Parameter | Type | Default | Notes |
|---|---|---|---|
query | string | _required_ | Free-form search string submitted to the configured search backend (defaults to SearXNG). |
limit | integer | 10 | Maximum number of results to surface in the text summary. When set to 0 or negative, the parameter is omitted and the backend decides the result count. |
categories | string | "general" | Comma-separated categories forwarded to the backend (for SearXNG, examples include general,it,science). |
language | string | "en" | Language tag forwarded to the backend. When using the default SearXNG instance, see its language list. |
Response
structuredContent contains a JSON object with:query: echo of the evaluated query string.items: array of result objects (title, url, content, engine/engines, category, positions, parsed_url).suggestions: related queries returned by the backend (SearXNG surfaces them when available).unresponsive_engines: list of engines that timed out or failed, with optional messages.error: present when the search could not be completed.web_page_read| Parameter | Type | Default | Notes |
|---|---|---|---|
urls | array | _required_ | One or more absolute HTTP/HTTPS URLs to fetch and parse. |
Response
structuredContent is not populated; all data is returned in the text block.docker compose -f docker-compose.yaml --project-name websharp up -d (add --build on the first run or whenever the Dockerfile changes).websharp-mcp container reports Now listening on: http://0.0.0.0:8080.http://localhost:8081 (mapped from container port 8080). SearXNG is available at http://localhost:8080/ for inspection.Run the server image build without Docker Compose from the repository root:
docker build -f .\src\WebSharp.Mcp.Http\Dockerfile -t jessegador/websharp-mcp:v0.99.0-rc2 --no-cache src
Update -t to match the image registry and tag you plan to publish.
npx -y @modelcontextprotocol/inspector --config .\.mcp.json --server websharp-mcphttp://localhost:6274/?MCP_PROXY_AUTH_TOKEN= in your browser.websharp-mcp server to explore the available tools and try calls right away.Searxng__BaseUrl to http://localhost:8080 before starting the app.dotnet run --project src/WebSharp.Mcp.Http/WebSharp.Mcp.Http.csproj --urls http://localhost:8081/. In DEBUG builds you can hit /__routes to inspect the configured ASP.NET endpoints.| Environment variable | Default | Description |
|---|---|---|
ASPNETCORE_URLS | http://0.0.0.0:8080 (Docker) | Listening address(es) for the HTTP server. Override to change the exposed MCP port. |
Searxng__BaseUrl | http://searxng:8080 | Base URL of the SearXNG instance. Required if you are not running the bundled Docker service. Must be an absolute URI. |
Cors__AllowAnyOrigin | true | Permit all origins. Set to false when you want to limit callers via Cors__AllowedOrigins__0= style keys. |
Cors__AllowAnyHeader | true | Allow all request headers. |
Cors__AllowAnyMethod | true | Allow all HTTP methods. |
Cors__AllowCredentials | false | When true, credentials are accepted and you must explicitly enumerate origins. |
Cors__AllowedOrigins__{n} | _(empty)_ | Optional origin allowlist entries when AllowAnyOrigin is false. |
Cors__AllowedHeaders__{n} | _(empty)_ | Optional header allowlist. |
Cors__AllowedMethods__{n} | _(empty)_ | Optional method allowlist. |
All configuration values can also be supplied via appsettings.json/appsettings.Development.json. The Docker Compose definition mounts the correct defaults for local experimentation.
Searxng__BaseUrl at your hosted SearXNG deployment (for example https://searxng.example.com).searxng/settings.yml to tune activated engines, safe search, or rate limits before publishing to the MCP registry.websharp-mcpstreamable-http/.mcp.json for a ready-to-use inspector profile.This project is available under the MIT license (see LICENSE).