"A server for academic research" matching MCP tools:

• researchA

  SofyaA

  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 factual lookups, use search instead (optionally with include_answer=true for cheap synthesis). Costs 50 credits. Returns: query, report (structured markdown with citations), sources (array of {title, url, fetched}), sub_queries (the decomposed queries), credits_used, credits_remaining, usage (token counts). Args: query: The research question or topic topic: "general" (default) or "news" (prioritize recent news articles) freshness: Filter by recency - "day", "week", "month", "year", or "YYYY-MM-DD:YYYY-MM-DD" max_sources: Maximum number of sources to use, 5-30 (default 20)

  ConnectorNo auth

• reset_sessionA

  VARRD — Statistically Validated Trading Edges + AI Research EngineA

  Kill a broken research session and start fresh. Use this when a session gets stuck, produces errors, or enters a bad state. Free — no credits consumed. After resetting, call research without a session_id to start a new clean session.

  Connector

  Destructive

  No auth

• percentage_calcA

  calc.engineerA

  Calculate what percentage one number is of another. Given a value and a total, returns the percentage, decimal form, and simplified fraction. For example, 3 out of 4 yields 75%, 0.75, and '3/4'. Commonly used for test scores, survey results, financial ratios, completion rates, and unit conversions. Chain with percentage_increase to compare successive measurements or use with test_grade for academic scoring.

  ConnectorNo auth

• researchA

  SuprsonicA

  Multi-step deep research: search, scrape, enrich entities, and synthesize into a cited report. Returns a report (title, summary, sections, key findings, confidence) with numbered sources and the people and companies it found, enriched. Use for a question that needs many sources and a synthesized, cited answer. It takes far longer and costs more than search, which suits a quick fact. Cost: standard 10 credits, deep 20 credits, comprehensive 35 credits, charged only when a call succeeds. Options change it: include_analysis true +5, academic in source_types +2, enrich_entities false -3, synthesis false -5.

  ConnectorNo auth

• search_provider_reviewsA

  Insurance Research Expert by SpotA

  Search published provider reviews by query, Review Score range, and rating availability; sort alphabetically or by displayed Review Score. Scores equally weight eligible source ratings on a 10-point scale and use an approximate academic conversion for BBB grades. Use get_provider_reviews for source-level evidence.

  ConnectorNo auth

• get_research_thesesA

  voxoddsA

  Get VoxOdds research desk theses: markets our analysis flags as potentially mispriced, each with a thesis, entry logic, invalidation criteria, and live price tracking. Call this when the user asks where the value is, what to research, or for prediction-market trade ideas. Research framing only - not financial advice. Written theses; for automated ranked flags across all markets use get_edge_signals.

  ConnectorNo auth

• read_research_authorA

  GlobalSource Partners MCP ServerA

  Read a single research author by author UUID. Use this tool when a user wants profile details for a specific research author returned by another research tool. The response includes author metadata, biography fields, profile URL, and visible sectors associated with the author. Missing, inactive, non-author, and hidden-sector-only authors return a generic not-found error.

  ConnectorNo auth

• smi_get_deep_reportA

  SMI Aware AssistantA

  Fetches a single SMI deep report by id. Research Bundles are deep-report products, so use this tool for a Research Bundle id too rather than constructing a research_bundle: reference for the generic fetch tool. Accepts product-prefixed ids: RB-11751 (Research Bundle) and DR-11751 (Deep Report) both resolve here.

  ConnectorOAuth

• createDeepResearchA

  Parallel Task MCPA

  Creates a Deep Research task for comprehensive, single-topic research with citations. USE THIS for analyst-grade reports, NOT for batch data enrichment. Use Parallel Search MCP for quick lookups. After calling, share the URL with the user and STOP. Do not poll or check results unless otherwise instructed. Multi-turn research: The response includes an interaction_id. To ask follow-up questions that build on prior research, pass that interaction_id as previous_interaction_id in a new call. The follow-up run inherits accumulated context, so queries like "How does this compare to X?" work without restating the original topic. Note: the first run must be completed before the follow-up can use its context.

  ConnectorOAuth

• healthA

  yieldsentinelA

  Liveness and capability check for yieldsentinel (yieldsentinel.eth). Returns service status, schemaVersion, policyVersion, feature flags, and the list of available tools. May refresh research vintage via a yieldhunter health ping; a verdict still requires check_position. YH healthy ≠ YS ok. Use this first to verify connectivity, then call check_position with policyPreset treasury-conservative | balanced-research | rwa-selective (or explicit thresholds). Research estimates only — non-custodial; never holds keys or executes transactions. Example input: {}

  ConnectorNo auth

• ror.organizations.affiliationA

  apibaseB

  Intelligently match a free-text affiliation string (as found in academic paper bylines or grant records) to research organizations in the ROR registry. Pass the raw affiliation text exactly as it appears — e.g. "Dept. of Physics, Univ. of California, Berkeley, CA, USA" or "Max-Planck-Institut für Astronomie, Heidelberg". ROR's affiliation matching algorithm performs substring detection, name-variant lookup, and scoring to identify candidate organizations. Returns each candidate with: confidence score (0–1), a "chosen" boolean (the best single match), matching_type (e.g. SINGLE SEARCH, COMMON TERMS), and the organization's ROR ID, canonical name, type, and country. Ideal for metadata curation, ORCID affiliation disambiguation, funder acknowledgment normalization, and building organization-level research analytics from unstructured text.

  ConnectorNo auth

• archive_provenanceA

  Colour MemoryA

  Explains the provenance of a named archive colour: documented fact vs computational derivation vs cultural interpretation, with confidence and citation format. This is one component of colour_passport, but also a standalone research tool for deep provenance work (museum, documentary, editorial). Use colour_passport for a general profile; call this directly for research workflows needing full source-chain detail.

  ConnectorNo auth

• archive_provenanceA

  Colour MemoryA

  Explains the provenance of a named archive colour: documented fact vs computational derivation vs cultural interpretation, with confidence and citation format. This is one component of colour_passport, but also a standalone research tool for deep provenance work (museum, documentary, editorial). Use colour_passport for a general profile; call this directly for research workflows needing full source-chain detail.

  ConnectorNo auth

• archive_provenanceA

  Colour MemoryA

  Explains the provenance of a named archive colour: documented fact vs computational derivation vs cultural interpretation, with confidence and citation format. This is one component of colour_passport, but also a standalone research tool for deep provenance work (museum, documentary, editorial). Use colour_passport for a general profile; call this directly for research workflows needing full source-chain detail.

  ConnectorNo auth

• list_resume_templatesA

  ResumeMDA

  All 32 ResumeMD templates with a one-line description of each. The same Markdown renders in every template, so use this to recommend a look for the user (for example: tech for engineers, executive for leadership roles, academic for research CVs). Template ids are also valid input to render_resume_pdf.

  ConnectorNo auth

• list_publicationsA

  Fmind Freelance AI Architect WebsiteA

  List academic and written publications: the PhD thesis, peer-reviewed papers, and hosted articles.

  ConnectorNo auth

• post_scholar_search_mixedA

  AIsa Web Search & ResearchC

  Search the web and academic sources together, for questions that straddle both. ⚠️ Parameters go in the **query string**: `query` (required), `max_num_results`, `as_ylo`/`as_yhi`. Returns a search `id` and `results[]`; **the entry shape varies by source** — every result has `title`, `link` and `snippet`, and academic ones additionally carry `authors` and `number_of_citations`, so treat those two as optional rather than assuming they are there. Measured at about 3 seconds. Use it when you do not know in advance which kind of source will answer. When you do, `post_scholar_search_web` or `post_scholar_search_scholar` is more predictable. Keep the `id` for `post_scholar_search_explain`. <!-- aisa-pricing:start --> Published reference price: $0.01 USD per successful request. Account-specific pricing and final settlement may differ. <!-- aisa-pricing:end -->

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  Destructive

  OAuth

• search_datasetsA

  OpenaireA

  "Find research datasets about [topic]" / "open data on [subject]" / "look up [field] datasets" — search research datasets registered in OpenAIRE (Zenodo, Dryad, Figshare, B2SHARE etc.). Use for finding open research data to reuse / cite.

  ConnectorNo auth

• search_peptidesA

  Peptide LibraryA

  Search the Peptide Library research database by name, synonym or alias (fuzzy), optionally filtered by research category or research area. Returns short educational profiles with evidence level and the canonical Peptide Library URL. Use get_peptide_details for the full profile. No dosing information.

  ConnectorNo auth

• google_scholarA

  SearchapiA

  Search Google Scholar for academic papers, citations, and scholarly articles. Returns results with titles, authors, publication info, citation counts, and links to PDFs. Use cites parameter to find papers citing a specific work, or cluster to find all versions of a paper. For US court opinions and case law, use google_scholar_cases instead.

  ConnectorOAuth

• wanderloop.research_placeA

  AtlasemojiA

  Assemble a cited, geographically grounded Wanderloop research package for a location. Queries Atlasemoji-approved historical, archival, academic, environmental, wildlife, and place-record providers through the same provider registry used by the Wanderloop application. Returns evidence records, provider execution status, citations, GeoJSON map features, and saved manifest links. This is evidence assembly, not an unsupported AI-written story.

  ConnectorNo auth