Sofya
co.sofya/sofya
4 toolsauthHTTPregistry active
Summary
Sofya wraps four research operations into a single streamable HTTP endpoint: search returns full page content instead of snippets, fetch converts URLs into clean markdown including PDFs and DOCX files, extract uses AI to pull structured data from pages, and research runs multi-source synthesis with citations. Each operation costs between 1 and 25 credits depending on depth. The markdown output is designed for agent consumption, and the research endpoint breaks queries into sub-questions before synthesizing results. Reach for this when your agent needs more than search snippets or when you want document fetching, extraction, and synthesis through one API instead of chaining multiple tools.
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
Tools
Public tool metadata for what this MCP can expose to an agent.
4 tools
searchSearch the web for current information on any topic. Returns extracted page content, not just snippets. Best for factual lookups, specific questions, or when you need a list of sources. For open-ended questions that need synthesis across many sources, use the research tool ins...8 params
Search the web for current information on any topic. Returns extracted page content, not just snippets. Best for factual lookups, specific questions, or when you need a list of sources. For open-ended questions that need synthesis across many sources, use the research tool ins...
Parameters* required
exclude_domainsvaluefreshnessvalueinclude_answerbooleandefault: false
include_domainsvaluemax_resultsintegerdefault: 10
querystringsearch_depthstringdefault: basic
topicstringdefault: general
fetchFetch one or more URLs and return their content as clean markdown. Use this to read articles, documentation, blog posts, or any page where you need the complete text, not just a snippet from search. Also supports PDF, DOCX, and other document formats. Costs 1 credit per URL. M...2 params
Fetch one or more URLs and return their content as clean markdown. Use this to read articles, documentation, blog posts, or any page where you need the complete text, not just a snippet from search. Also supports PDF, DOCX, and other document formats. Costs 1 credit per URL. M...
Parameters* required
include_raw_htmlbooleandefault: false
urlsarrayextractFetch a webpage and extract specific information using AI. Use this when you need structured data from a page (e.g. pricing, specs, contact info) rather than the raw content. Costs 5 credits. Returns: content (the extracted text), url, credits_used, credits_remaining, usage (t...2 params
Fetch a webpage and extract specific information using AI. Use this when you need structured data from a page (e.g. pricing, specs, contact info) rather than the raw content. Costs 5 credits. Returns: content (the extracted text), url, credits_used, credits_remaining, usage (t...
Parameters* required
promptstringurlstringresearchPerform comprehensive research on a topic. Decomposes your query into sub-queries, searches and reads multiple sources in parallel, then synthesizes a structured report with citations. Best for open-ended or comparative questions that need coverage from many angles. For simple...4 params
Perform comprehensive research on a topic. Decomposes your query into sub-queries, searches and reads multiple sources in parallel, then synthesizes a structured report with citations. Best for open-ended or comparative questions that need coverage from many angles. For simple...
Parameters* required
freshnessvaluemax_sourcesintegerdefault: 20
querystringtopicstringdefault: general
Featured
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →Registryactive
TransportHTTP
AuthRequired
UpdatedMay 27, 2026
