Tools and MCPs

Built-in MCP Servers (Visual Builder)

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Pre-built MCP servers that are ready to add to your agents without any configuration.

Built-in MCP servers are pre-built tool collections that are hosted and maintained for you. They are ready to add to your agents without registering a URL or managing a server. Search servers require a credential to be configured.

Available servers

inkeep-coreutils

Core text and data processing tools.

ToolDescription
text_searchSearch for a pattern in text. Supports regex, case control, context lines, invert match, and count mode.
text_replaceFind and replace text. Supports literal or regex patterns, global or single replacement, and capture group references.
text_sliceExtract a contiguous portion of text by line range, character range, or pattern-bounded range.
text_diffGenerate a unified diff between two strings.
text_patchApply a unified diff patch to a string.
text_windowReturn the first N lines, last N lines, or both from text.
json_formatPretty-print a JSON string or object.
json_queryExtract a value from a JSON object using a JMESPath expression.
json_mergeDeep or shallow merge two JSON objects.
json_diffShow structural differences between two JSON values.
base64_encodeEncode a string to base64.
base64_decodeDecode a base64 string to UTF-8 text.
url_encodePercent-encode a string for use in a URL.
url_decodeDecode a percent-encoded URL string.
hashCompute a cryptographic hash (MD5, SHA-1, SHA-256, SHA-512).
html_to_markdownConvert HTML to Markdown.
calculateEvaluate a numeric arithmetic expression.
uuidGenerate a random UUID (v4).
timestampGet the current date/time in ISO, Unix, UTC, or locale format.

inkeep-http

Outbound HTTP request tools.

ToolDescription
curlMake an outbound HTTP request and return the response.

inkeep-media

Image processing tools.

ToolDescription
image_infoGet metadata about an image (dimensions, format, size).
image_resizeResize an image to specified dimensions.
image_cropCrop an image to a specified region.

inkeep-search-exa / inkeep-search-tavily / inkeep-search-brave / inkeep-search-serpapi

Web search tools. Each provider is a separate server — pick one per agent. Requires a credential.

ToolDescription
web_searchSearch the web and return relevant results.

Adding built-in servers to an agent

Text, HTTP, and Media servers

  1. Go to the Tools tab in the Visual Builder.
  2. Select Built-in MCP Servers.
  3. Click Add on the server you want to use.
  4. The server will appear in your tool list and can be connected to any agent.

You can enable or disable individual tools from the server the same way as any other MCP server — see Editing server settings.

Search servers

  1. Go to the Tools tab in the Visual Builder.
  2. Select Built-in MCP Servers, then click Add Web Search.
  3. Choose a provider (Exa, Tavily, Brave, or SerpAPI) and enter your API key.
  4. The search server will appear in your tool list and can be connected to any agent.