Search & Research

Orcha

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Securely search and manage workspace context files for AI agents and teams.

Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch.

• Orchestkit Docs Search: Search the OrchestKit documentation. Use this first to find the right page for a question. Input: a query string. Returns a ranked list of pages with titles and URLs.
• Orchestkit Docs Get: Fetch one OrchestKit documentation page as Markdown. Use after orchestkit_docs_search to read a page in full. Input: the page path (e.g. '/docs/getting-started/installation'). Ret

OrganiKPI MCP: search and fetch services, posts and tools as clean markdown (read-only).

Search photos/videos; manage collections, people and duplicates.

outlook-email

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A MCP server for Outlook email that lets you search, read, and draft emails and replies.

Outlook

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Read, search, and send Outlook mail.

• Arcade ListApps: See the apps the current caller can act on and whether they are connected. Returns each app's id, name, connected state, and (when connected) the account it is connected as. Call this
• MicrosoftOutlookMail CreateAndSendEmail: Create and immediately send a new email in Outlook to the specified recipients. Returns the sent message's ``message_id`` and ``conversation_id`` so callers ca
• MicrosoftOutlookMail CreateDraftEmail: Compose a new draft email in Outlook

Outset

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AI-moderated research platform: create and launch studies and query interview results.

ownware

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Search 49 self-hosted business apps: prices, quickstarts, checkout links.

• Search Catalogue: Find products by words in their name, slug, tagline or description. Returns the matches with their one-time price. Empty query returns the catalogue.
• Product: Everything the product page states about one product, by slug: what it does, what it runs on, its editions and prices, and the cited comparison rows.
• Quickstart: The QUICKSTART file that ships inside the product, verbatim — how to install and run it. Returns nothing when that product ships none.

ox402-utils

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47 micro-priced utilities: search, screenshots, OCR, whois, prices, video downloads.

ozma

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Agentic API marketplace — search, provision, and call data sources with one Ozma key

Pay-per-call SEO agent: keyword research, SERP analysis, on-page optimization.

Pacer

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PACER Case Locator (PCL) MCP — live US federal court case & party search on the

Packrift MCP

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Hosted no-auth MCP for exact-spec packaging search, live price, stock, cart handoff, and no-match.

PaidSync

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PaidSync is an MCP server with over 309 verified tools across 8 platforms (Google Ads, Meta Ads, LinkedIn Ads, TikTok Ads, Google Tag Manager, Google…

• Paidsync Exec: Run TypeScript code in a sandboxed PaidSync runtime with access to every ad-platform tool via `await paidsync.call(toolName, args)`. Use this when you need to compose multiple operation
• Paidsync Context: Returns the current PaidSync runtime context: user, active account, connected platforms, and a compact tool catalog. Call this FIRST in any new exec session. By default returns a pla
• Paidsync Tool Detail: Get the full schema (name, description, input parameters) for a single PaidSync tool by name. Use this when you know which tool you need but want to confirm its exact arguments b

painspotter

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AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with commercial scores.

Search 197,000+ Pakistani judgments by keyword, citation, or the legal question they settle.

Palim

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Hosted MCP memory: save sessions/decisions once, search from Claude, Cursor, ChatGPT.

Palim

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Hosted MCP memory server: save sessions and decisions once, search them from Claude, Cursor, ChatGPT, and other MCP clients.

• Palim Resume: Continue where the user left off. Call this as the FIRST action in a new chat, with no arguments, before answering — it returns the most recently updated Palim thread already formatted a
• Palim Save Context: Default lightweight Palim checkpoint. Save a self-contained summary of the current chat so another AI tool can continue with the same knowledge. Use proactively after every substan
• Palim Save Session: Save or append to a chat session with messages and summary. For metadata-only changes (tags, status, project), use palim_update_session_metadata. For URL/reference updates, use pal

Pandough.app

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Pandough is a flour-first dough engine exposed as a remote MCP server.

• Search Flours: Search the Pandough flour database. Returns flour names, protein %, W strength, hydration ranges, and types. Use this to help users find the right flour for their bake.
• Get Flour Details: Get detailed information about a specific flour by its slug. Returns full profile including protein, W strength, hydration curve, maturation profiles, and description.
• List Recipes: List the dough recipe styles plan_bake supports. Call this when a user names a style (Neapolitan, classica, focaccia, bread, baguette) so you pass the correct recipeSlug instead of guess

Pangolinfo Amazon Data MCP

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Official Pangolinfo MCP server for AI-agent access to real-time Amazon and market intelligence.

• Pangolinfo Capabilities: [Pangolinfo MCP self-introspection] One call to get the full capability catalog, canonical workflows, and usage tips — no backend call, free. Use when: an AI client first conn
• Search Amazon: [Amazon SERP scrape] Run a real Amazon keyword search and return the first-page ASIN list. Use when: user says "search Amazon for X" / "who sells X" / "top results for keyword X" / "com
• Get Amazon Product: [Amazon single-product detail] Scrape the full PDP for one ASIN. Use when: user supplies a specific ASIN ("look at B0XXXXXXXX" / "check this product's price/rating/seller" / "analy

Paper Lantern

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Research intelligence for AI coding agents.

paper-mcp

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Search arXiv/Semantic Scholar/OpenAlex + medical evidence (PubMed/Europe PMC) + LaTeX/PDF tools.

Paper Search

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Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic Scholar, and IACR.

• Search: Deep Research compatible search tool aggregating across sources.
• Fetch: Fetch full document content for a search result.
• Search Arxiv: Search academic papers from arXiv. Args: query: Search query string (e.g., 'machine learning'). max_results: Maximum number of papers to return (default: 10). Returns: List of paper meta

Paper Search (arXiv + Semantic Scholar + OpenAlex)

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Unified academic paper search for AI agents.

• Search Papers: Search academic papers. Returns normalized hits with a short abstract preview; call get_paper for the full record.
• Search All: Aggregated search across arXiv, Semantic Scholar and OpenAlex at once. Fans out concurrently, de-duplicates the same work across corpora (by DOI or title) and re-ranks with Reciprocal Rank
• Search Medical: Evidence-graded MEDICAL literature search (PubMed + Europe PMC). Unlike search_all (generic, ranks high-cited reviews/guidelines above trials), this filters by research type via PubMed

paper-search-mcp-openai-v2

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Find and download academic papers from leading sources like arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic Scholar, CrossRef, and IACR.

• Search: Deep Research compatible search tool aggregating across sources.
• Fetch: Fetch full document content for a search result.
• Search Arxiv: Search academic papers from arXiv. Args: query: Search query string (e.g., 'machine learning'). max_results: Maximum number of papers to return (default: 10). Returns: List of paper meta

PaperDock

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Overleaf alternative online LaTeX editor.

• List Projects: List standard PaperDock projects accessible to the connected account, including its current role and effective MCP capabilities for each. Use projectId only for subsequent tool calls an
• Create Project: Create a new PaperDock project with a starter main.tex.
• List Files: List project file metadata without loading full file contents.

Papers With Backtest

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Search 5,000+ trading papers with verified backtests, strategies, datasets, and courses.

PapersFlow

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Academic research MCP server for paper search, citation checks, graphs, and deep research.

Paperswithcode

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Papers With Code MCP — browse ML research papers and their code repositories

Papertext

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Academic literature search, retrieval, and private library management on top of OpenAlex.