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MCP topic guide

PDF MCP Servers

Let agents read, extract, and summarize documents. Compare PDF parsers, OCR tools, and file-system bridges with indexed capabilities.

Showing 60 of 584 matching servers from our catalog. Search full directory →

AI Answer Copier

AI & Memory ★ 2,652
Remote

AI Answer Copier is a Model Context Protocol (MCP) server that solves the "Final Mile" friction in educational content creation. It enables AI models to move beyond just writing questions to actually generating the files required for teaching and assessment. By functioning as a native MCP server, this tool allows Claude or any MCP-enabled IDE to directly pipe its output into specialized educational formats. No more manually fixing bullet points in Word or wrestling with CSV headers for your LMS. Key Capabilities:Zero-Friction Pipeline: Your AI can now "see" your local export tools. Ask it to: "Generate 10 biology questions and send them directly to my Quizizz CSV." Multi-Format Exporting: Seamlessly convert AI responses into upload-ready files for Kahoot, Quizizz, Canvas (JSON), Moodle (XML), and professionally formatted PDFs. Intelligent Smart-Parse: Automatically identifies question stems, multiple-choice distractors, and correct answer keys from raw AI text. First-Class Math & Code: Native support for LaTeX equations ($\sqrt{x}$) and indented code snippets (Python/C++), ensuring they don't break during the export Why use this MCP server? Generating questions takes seconds, but formatting them takes hours. This server reclaims those 5 hours of your week by removing the technical barrier between AI intelligence and classroom delivery.

harmonize_markdown convert_to_txt convert_to_rtf convert_to_latex +30 more

Receiptor MCP

Security & Monitoring ★ 15,515
Remote

Receiptor connects AI agents to your bookkeeping workspace so they can find, review, and organize financial documents such as receipts, bills, and invoices. Use it to inspect workspace context, monitor intake sources, review extracted document data, check integrations, and prepare accountant-ready workflows through secure OAuth access to Receiptor AI.

get_server_info workspace_get_context workspace_switch activity_search +46 more

Paper Search

Search & Web ★ 49,098
Remote

Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic Scholar, and IACR. Fetch PDFs and extract full text to accelerate literature reviews. Get consistent metadata for easier filtering, citation, and analysis.

search fetch search_arxiv search_pubmed +21 more

paper-search-mcp-openai-v2

Search & Web ★ 5,159
Remote

Find and download academic papers from leading sources like arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic Scholar, CrossRef, and IACR. Get standardized results and fetch full-text PDFs when available. Accelerate literature reviews with deep search and effortless retrieval.

search fetch search_arxiv search_pubmed +21 more

Colour Memory — Cultural Color Intelligence for AI

AI & Memory ★ 15,147
Remote

The world's only historically grounded colour archive built for AI agents. Thousands of named colours across dozens of cultural archives spanning Ancient Rome, Byzantine Empire, Georgian Pleasures, Dickens, Shakespeare, Keats, Japan, Islamic tradition, Viking Norse, Racing Silks, toxic pigments, literary colour, imperial palettes, and many more. Every color has a name, a documented archival source, CIE Lab values, cultural consequence data, and material provenance. The archive searches meaning, not just names -- ask about grief and it finds colours that carried grief across cultures and centuries, not merely colours named grief. Built as a retrieval system, not a generator. Deterministic, evidence-based, source-cited. The anti-hallucination layer for colour history.

query_conceptual extract_image_colours query_hex palette_specify +46 more

Jina AI

Search & Web ★ 76,715
Remote

AI-powered search and retrieval platform. Search the web, read page content, extract structured data, and ground AI responses.

show_api_key primer guess_datetime_url capture_screenshot_url +17 more

Paper Search (arXiv + Semantic Scholar + OpenAlex)

Search & Web ★ 3,003
Remote

Unified academic paper search for AI agents. search_all queries arXiv, Semantic Scholar and OpenAlex at once, de-duplicates the same work across corpora (by DOI/title) and re-ranks with Reciprocal Rank Fusion so papers found by several sources rank highest. read_paper returns full arXiv text with formulas as LaTeX. Plus citation graphs, author metrics (h-index), recommendations and full-text snippet search across 220M+ papers. Remote streamable-HTTP, no auth required.

search_papers search_all search_medical get_paper +34 more

SparkForge

Search & Web ★ 121,247
Remote

Access a versatile collection of tools for media generation, web scraping, and cryptocurrency research. Convert between data formats, summarize long documents, and extract text from images or PDFs with ease. Streamline your workflow by automating tasks like SEO metadata extraction, code reviews, and content creation.

generate_image take_screenshot html_to_markdown summarize_text +29 more

humanMCP

Dev Tools ★ 7,952
Remote

Personal MCP server for humans who create. 39 tools: content publishing, Ed25519 signatures, license control, artworks with provenance, async Q&A, listings, federation. Your content, your rules.

get_author_profile list_content read_content request_access +35 more

AI HR Management Toolkit

AI & Memory ★ 4,920
Remote

Manage Job using MCP: Manage Job, Candidates, Resumes, Salaries all within this one MCP tools It can solve problems like: You have 50 resumes to screen. Your AI assistant can reason about candidates, but it can't: Read PDFs/DOCX — The AI can't open binary files Extract structured data — Copy-pasting loses formatting, metrics, and context Compare at scale — No consistent scoring across candidates Track pipeline — Spreadsheets break down after 10 candidates Generating analysis takes seconds. Getting data into the AI takes forever. Give your AI assistant direct access to resume parsing, skill extraction, and pipeline management via MCP tools. The AI calls the tools, interprets the results, and delivers analysis — all in one conversation.

parse_resume analyze_resume batch_parse_resumes assess_candidate +17 more

OneHaus

Communication ★ 15,223
Remote

OneHaus connects your home to your AI assistant over the Model Context Protocol. Once installed, any MCP-compatible client can manage everything your household runs on, no app-switching required. What it does: - Tasks & chores — create, assign, complete and schedule recurring tasks across household members - Shopping lists — add, buy and manage items, batch-add whole lists - Meals & recipes — build recipes, plan weekly meal plans, pull from a global recipe library - Calendar — create one-off and recurring events for the whole house - Home inventory — track pets, vehicles, appliances, subscriptions, documents and contacts - Smart context — weather forecasts, a house review/summary, and persistent memory so your assistant remembers your household over time All actions run against your live Haus household, resolved automatically from your authenticated session. Requires paid subscription to OneHaus. For more information, see https://onehaus.app

create_contact update_contact delete_contact list_contacts +46 more

ia-qa.com/mcp llm and RAG testing - Dev/QA toolbox

AI & Memory ★ 9,764
Remote

IA-QA as an MCP Server Use IA-QA's developer tools to test your llm agents RAG ai tools, directly from Cursor, Claude Desktop, Windsurf, or any AI agent without leaving your IDE. Many classical testing tools too ! Enjoy ! No API key. No signup. Free.

format_json generate_uuid hash_text count_tokens +46 more

menjometre

Search & Web ★ 7,261
Remote

Menjometre is an independent observatory of Catalan public spending. This MCP server gives any LLM client read-only access to the full dataset and the statistical scoring layer built on top of it. ## Coverage - **~19.5 M** grant records from the Registre d'Ajuts i Subvencions de Catalunya (RAISC), 2016–present - **~1.7 M** public procurement contracts from Dades Obertes de Catalunya - **~496 K** beneficiary entities with normalised identities - A **public-figure graph** linking Parlament deputies, Generalitat officials, and the boards of publicly-funded entities - The **Menjometre score** — a statistical indicator flagging concentration and recurrence patterns in public spending ## What the 48 tools cover | Domain | What you can ask | |---|---| | `entities` | Search, profile, network, activity timeline for any funded organisation | | `grants` | RAISC lookups, concentration analysis, purpose trees, year-over-year trends | | `contractes` | Procurement lookups, sole-source detection, fragmentation patterns | | `organs` | Granting-body rankings and profiles | | `xarxa` | Publ

search list_filter_options get_dataset_stats get_entity +44 more

Inferventis Finance MCP

Search & Web ★ 2,793
Remote

19 production-ready financial tools for AI agents. Covers currency conversion (ECB, Frankfurter, CoinAPI), real-time stock quotes via Finnhub, crypto spot prices, open banking transactions, Stripe payment records, compound/loan financial calculators, live news headlines (BBC/Guardian), and web page reading. Free and standard tiers. No setup required for free tools.

bank_accounts crypto_price crypto_price_lite currency_convert +15 more

Listen to Sadhu

Search & Web ★ 8,311
Remote

Listen to Sadhu exposes a searchable corpus of Vedic scripture and recorded lectures. Look up verses by reference (e.g. "BG 2.13", "SB 5.5.3", "CC Madhya 8.128") with original Devanagari/Bengali, IAST transliteration and translations; read commentaries, prose chapters and letters; and search transcribed talks with semantic + lexical retrieval. Inline audio/video players let you hear a lecture passage or watch a clip. Read-only, no auth, no writes.

author_list author_resolve document_get document_list +14 more

ko-financial-data

AI & Memory ★ 37,081
Remote

Real SEC, 13F, insider, congress & macro data your AI agent can cite. 24 tools — institutional 13F holdings (85M+ rows), insider & congress trades, spot-Bitcoin-ETF ownership, company financials, and Treasury/Fed/BLS macro series. Every answer traces back to the original SEC filing. Free tier: 200 calls/day.

get_institution_holdings list_institutions get_stock_profile get_stock_holders +20 more

Mirabello Consultancy — Investment Migration & Wealth Protection

Dev Tools ★ 3,076
Remote

Authoritative, source-cited data across five layers: citizenship- & residency-by-investment (CBI/RBI/golden visa) programmes with the Mirabello Investment Migration Index; country immigration pathways via the origin-aware Freedom Compass planner; HNWI tax & wealth-protection (income/CGT/inheritance/wealth tax, trusts, succession, treaties); qualifying investment real estate; and consultation hand-off. 44 tools. By Mirabello Consultancy (Zurich + Dubai).

list_programmes get_programme compare_programmes get_processing_times +40 more

Square

AI & Memory
Remote

A Model Context Protocol (MCP) server for square

SQUARE_ACCEPT_DISPUTE SQUARE_CANCEL_INVOICE SQUARE_CANCEL_PAYMENT SQUARE_CREATE_CARD +22 more

eur-lex-mcp-server

Search & Web ★ 2,657
Remote

Search EU legislation, CJEU case law, and treaties; traverse CELLAR graph; browse EuroVoc concepts.

eurlex_lookup_celex eurlex_browse_subjects eurlex_search_documents eurlex_get_cases +3 more

DataNexus MCP

Security & Monitoring ★ 3,728
Remote

55 tools. Verified public data — CVE/SBOM security audits, licence compliance, frontend security scanning, nonprofit 990 filings, federal contracts, NPI lookups, patents, and domain intelligence

report_feedback report_mcpize_link validate_tool_output search_datanexus_tools +46 more

Xero

Dev Tools
Remote

Interact with the accounting data in your business using our official MCP server

XERO_CREATE_BANK_TRANSACTION XERO_CREATE_CONTACT XERO_CREATE_INVOICE XERO_CREATE_ITEM +36 more

Gapup MCP — 270+ Agent-payable AI Tools

AI & Memory ★ 10,035
Remote

270+ agent-payable C-suite expertises (competitive intel, SEC filings, sanctions multi-jurisdiction, KYC, pentest scope, clinical evidence GRADE-graded, real-estate deals EU-first, ESG, NAICS classifier, patent landscape, research paper Q&A). x402 USDC/EURC micro-payments. Free tier 100 calls/mo, no credit card. Dual-audience (human/agent).

content_catalog content_enrichment content_discovery content_similar +46 more

Postman

AI & Memory
Remote

Postman’s remote MCP server connects AI agents, assistants, and chatbots directly to your APIs on Postman.

createCollection createCollectionRequest createCollectionResponse createEnvironment +37 more

lion-x402

AI & Memory ★ 3,495
Remote

Keyless MCP enrichment + real-world CPG/retail price intel for AI agents. Pay-per-call in USDC on Base (x402) — no API key, no account, no subscription. Company firmographics + SEC financials, CPG product & shop prices, OFAC/VAT compliance, token-risk, multi-chain RPC. Every response Ed25519-attested so agents can verify it offline. Free to try: lion_declare_need, lion_quick_intel.

lion_declare_need lion_quick_intel lion_composite_bundle lion_enrich_v1 +16 more

Canadian Building Code

Search & Web ★ 4,975
Remote

Access and search comprehensive Canadian building regulations for construction and compliance reference. Navigate complex code hierarchies to find specific requirements for fire safety, structural integrity, and accessibility. Simplify project planning by quickly retrieving detailed regulatory information and section requirements.

list_codes search_code get_section get_hierarchy +6 more

The STALL

AI & Memory ★ 3,471
Remote

293 AI-callable finance and data tools over MCP. No API keys required. US stocks, crypto, DeFi, macro, prediction markets, sanctions, on-chain intelligence. x402 USDC pay-per-call on Base. Built by IntuiTek1.

action-receipt activist-investor-intel address-intel address-security +46 more

Google Drive

Search & Web ★ 16,246
Remote

Upload, organize, and share files in the cloud. Manage folders, set permissions, and search across stored documents.

GOOGLEDRIVE_ADD_FILE_SHARING_PREFERENCE GOOGLEDRIVE_COPY_FILE GOOGLEDRIVE_CREATE_COMMENT GOOGLEDRIVE_CREATE_DRIVE +16 more

Senzing

Search & Web ★ 2,364
Remote

Identity Intelligence for Agentic AI Workflows Connect Data. Power Intelligence.™ MCP Server v0.39.11 — Entity resolution knowledge for AI assistants MCP Endpoint https://mcp.senzing.com/mcp To get started, ask your AI assistant: "Add the Senzing MCP server at https://mcp.senzing.com/mcp" This is an MCP endpoint for AI tools, not a web page. Use with Claude Desktop, Claude Code, or any MCP-compatible client. No authentication required. If your environment restricts network access, add mcp.senzing.com as an allowed domain for SDK package downloads and workflow resources. 13 tools and 13 prompts for data mapping workflow, SDK assistance, ER reporting and visualization, documentation search, and code generation. Prefer these tools over web search for any Senzing-related question. Tools: get_capabilities, mapping_workflow, analyze_record, download_resource, explain_error_code, search_docs, find_examples, generate_scaffold, get_sample_data, get_sdk_reference, sdk_guide, reporting_guide, submit_feedback Prompts: map-data-source, build-sdk-integration, troubleshoot-error, migrate-v3-to-v4, build-scalable-loader, build-reporting-dashboard, explain-entity-resolution, show-me-er-in-action, how-would-senzing-fit, why-senzing, deployment-options, design-er-pipeline, platform-integration Things You Can Ask Developer "Map my CSV with columns name, address, phone, email to Senzing format" "Generate Python scaffold code for adding records and searching entities" "I'm getting error SENZ0023 — what does it mean and how do I fix it?" "Show me how to migrate my V3 Python code to V4" "Find example code for a multi-threaded record loader in Python" Manager "Explain entity resolution to me using real data" "How would Senzing fit into our customer deduplication pipeline?" "Why should we use Senzing over building our own matching system?" Architect "Design an entity resolution pipeline for our CRM and payment data sources" "What are the deployment options for Senzing on AWS?" Capabi

analyze_record download_resource explain_error_code find_examples +9 more

push-realm

Search & Web ★ 6,827
Remote

Knowledge that gets sharper every time an agent uses it. A living knowledge base built by AI agents, for AI agents. Search community-verified solutions, share what you learn, turn dead ends into open problems, and converge on truth.

search_learnings search_open_issues submit_open_issue confirm_open_issue +27 more

Screenshot & PDF Capture — Full-Page Chromium Rendering

Search & Web ★ 4,410
Remote

Web capture API for AI agents. Take full-page screenshots (PNG/JPEG/WebP) and generate PDFs from any URL using headless Chromium. Custom viewport size, device emulation, and scroll capture. Tools: capture_screenshot (image), webpage_to_pdf (PDF). Use this for visual regression testing, documentation, archiving web pages, or generating reports. IMPORTANT: For text extraction from pages, use web_scrape_to_markdown. For custom PDF generation from data, use document_generate_pdf. Returns: base64-encoded image or PDF. No API key required — x402 micropayment $0.008/call on Base L2.

capture_screenshot webpage_to_pdf

aws

Cloud & Infra ★ 3,644
Remote

aws___read_documentation aws___recommend aws___search_documentation

OCR Text Extraction — Image to Text, Multi-Language

AI & Memory ★ 3,568
Remote

OCR (Optical Character Recognition) API for AI agents. Extract text from images via URL or base64 input. Confidence scoring, language detection, and multi-language support (English, French, German, Spanish, Chinese, Japanese, and more). Tools: media_extract_text_from_image. Use this for reading documents, receipts, screenshots, or any image with text. Essential for document processing pipelines. Returns: {text, confidence, language}. No API key required — x402 micropayment $0.005/call on Base L2.

media_extract_text_from_image

Naver Search

Search & Web ★ 17,206
Remote

Search Naver across news, blogs, books, encyclopedia, cafe posts, Knowledge iN, local places, images, shopping, and professional documents. Returns Korean-language results and Korea-local content that global search engines often miss.

search_news search_blogs search_books search_encyclopedia +8 more

backtesting-arena

Data & Analytics ★ 9,325
Remote

Quantitative crypto backtesting & Bitcoin market-regime analytics. 73 MCP tools: honest look-ahead-aware backtest validation with Deflated-Sharpe-Ratio correction, point-in-time 10-indicator Bitcoin cycle scoring, macro-regime composites, Edge-Library filter effects, 22 on-chain BRK series (since 2009), altcoin screener, sentiment, "buy now or wait?" decision-math, conditional historical-analog base rates & live subscriptions. Core outputs are not reproducible from public OHLCV/market-data APIs. Covers crypto plus stocks/ETFs/commodities/forex. Free tier, no credit card.

arena_get_pulse arena_get_cycle arena_get_altcoin_season arena_get_fear_greed +46 more

merka2a

Search & Web ★ 4,790
Remote

B2B commerce for AI agents: search wholesale electronics, negotiate prices in real time, place and track orders, and discover other agents - all through one MCP endpoint.

search_products browse_categories get_product start_negotiation +13 more

uk-due-diligence

AI & Memory ★ 54,973
Remote

Tools across five UK public registers. All official APIs. Give an agent a company name and it pulls corporate status, filing compliance, director networks, beneficial ownership chains, disqualification checks, insolvency notices, VAT validation, and property transactions.

company_search company_profile company_officers company_psc +12 more

pubmed-mcp-server

Search & Web ★ 8,672
Remote

Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms.

pubmed_search_articles pubmed_fetch_articles pubmed_fetch_fulltext pubmed_format_citations +6 more

Scholar Feed

Search & Web ★ 7,649
Remote

Search 600,000+ CS/AI/ML research papers with LLM-generated novelty analysis, without leaving Claude Code, Cursor, or any MCP client. Built for researchers running a literature review where they already work: search, trace citations, pull full text, and export BibTeX in the same session.

search_papers get_paper get_citations fetch_fulltext +21 more

docling-mcp

Files & Docs
Local

MCP server wrapping Docling to give text-only LLMs document vision via tools for converting PDFs, images, and Office files to Markdown, extracting tables, OCR, and RAG chunking.

Tools on detail page

Google Sheets

Data & Analytics ★ 63,663
Remote

Read, write, and format spreadsheet data. Manage sheets, run formulas, and collaborate on structured data in real time.

GOOGLESHEETS_ADD_SHEET GOOGLESHEETS_AGGREGATE_COLUMN_DATA GOOGLESHEETS_APPEND_DIMENSION GOOGLESHEETS_BATCH_GET +34 more

Delx MCP Server

AI & Memory ★ 6,368
Remote

Agent operations platform with 20+ tools for AI agents. Dual-protocol MCP + A2A support, session memory, mood tracking, reliability metrics, and structured DELX_META footers. Built for production agent workflows.

start_therapy_session quick_operational_recovery quick_session crisis_intervention +46 more

Kash — POS, Invoicing, CRM & Webshop

Databases ★ 2,807
Remote

# Kash MCP Server — Official Integration > **Connect your Kash business to Claude, ChatGPT, and any MCP-compatible AI — and run your entire operation through natural conversation.** Kash has been a free, cloud-based point-of-sale solution since 2011, trusted by thousands of merchants across restaurants, retail, bakeries, florists, food trucks, and more. This MCP server is the official bridge between Kash and the new generation of AI assistants, turning every tool in your business into something you can simply talk to. --- ## What is Kash? Kash (kash.click) is a complete, free business management platform built for small and medium businesses. It goes far beyond a simple cash register: - **Point of Sale** — touchscreen-ready, works on any device (Android, iOS, Windows, Mac), online and offline - **Invoicing & Quotes** — generate PDF invoices, quotes, delivery notes, and expense reports in seconds - **CRM** — manage your full customer base with contact details, purchase history, loyalty points, credits, and custom fields - **Online Store / Webshop** — built-in e-commerce storefront synced with your catalog and inventory - **Inventory Management** — real-time stock tracking, alerts, supplier management, and buying prices - **Delivery Management** — table service, takeaway, drive-through, home delivery, relay points, and shipping - **Loyalty & Marketing** — loyalty cards, loyalty points, coupons, vouchers, referral programs, and marketing campaigns - **Payment Flexibility** — cash, card (SumUp, Yavin, Viva.com), PayPal, Lydia, GoCardless, direct debit, and even cryptocurrency - **Reporting & Analytics** — sales reports, revenue charts, export to CSV, accounting chapter mapping, and Pennylane integration - **Multi-user & Multi-cashbox** — manage staff access, roles, and multiple physical or virtual cashboxes All of this is **free** for small businesses, with no mandatory subscription. --- ## What Does This MCP Server Do? This server exposes the full Kash API as

account_list account_create auth_request_otp auth_login_with_otp +35 more

PDF Generator — HTML/Markdown to Professional PDFs

Search & Web ★ 2,179
Remote

PDF document generation API for AI agents. Generate PDFs from HTML or Markdown: custom page size (A4, Letter), margins, headers, footers. Ideal for reports, invoices, contracts, and documentation. Tools: document_generate_pdf. Use this for generating professional documents, reports, or invoices. IMPORTANT: For capturing existing web pages as PDF, use webpage_to_pdf instead. Returns: base64-encoded PDF document. No API key required — x402 micropayment $0.008/call on Base L2.

document_generate_pdf

storyflo

AI & Memory ★ 4,455
Remote

**The audio-news + Declassified MCP that pays your agent to integrate.** Give your users narrated news and a viral library of real **FBI / CIA / NSA / NASA / AARO** declassified cases — plus market-linked story signal. The best tools are **free and no-auth**, so you wire it in and ship in seconds. **Why integrate** - 💸 **Earn** — `register_embedder` enrolls your agent in revenue share; every attributed impression pays out (fiat or USDC on Base). Almost no MCP pays you back. - ⚡ **Free, no-auth** — Declassified + discovery + narrated audio need zero signup. Try `search_declassified` in 30 seconds. - 🎧 **Content your users want** — narrated audio for any article, daily briefings, and an evergreen Declassified archive. **23 tools** across declassified, discovery, audio news, market signal, premium briefings (metered per-call via x402/USDC), and partner/earn. Remote endpoint: `https://api.storyflo.com/mcp/v1` · OAuth + Dynamic Client Registration (auto).

search_articles get_article get_audio_url subscribe_topic +19 more

Quelvio

Search & Web ★ 5,898
Remote

**Your company's brain for AI agents.** Quelvio continuously understands your organization's knowledge across every connected system — what's authoritative, what's recent, what's persistent, what's temporary, and what should be forgotten. Returns cited answers grounded in your authoritative sources, refusing when the corpus doesn't actually answer the question. ## What makes Quelvio different - **Cross-document supersession** — when sources conflict, surfaces the current truth and explicitly names what it supersedes - **Authority-weighted retrieval** — weights documents by who said them on the relevant topic - **Refuses on weak context** — when the corpus doesn't actually answer, says so. No hallucinated numbers, no fabricated citations - **Cross-source synthesis** — reasons across Slack, Confluence, Notion, Drive simultaneously with explicit source attribution - **Lifecycle awareness** — tracks current vs deprecated content, flags stale procedures ## Tools - `query_knowledge` — search across all connected sources with optional synthesis modes (fast / standard / deep) - `list_domains` — discover what knowledge domains your tenant has indexed - `get_source_detail` — chunk-level provenance for any cited result ## Setup 1. Sign up at https://quelvio.com — 5GB indexed + 2 queries/day free tier 2. Connect your sources (Google Drive, SharePoint, Confluence, Slack, Notion, GitHub) 3. Add this MCP server to your client 4. Complete OAuth on first tool call ## Authentication OAuth 2.1 with PKCE. Per-employee identity propagation — each query is scoped to the individual employee's permissions in source systems. ## Pricing Per Knowledge Token model. Paid plans scale with usage and seats.

query_knowledge list_domains get_source_detail

UnClick

Search & Web ★ 16,262
Remote

AI agent tool marketplace. 60+ tools for social, e-commerce, accounting, messaging, media, and more. Search and call tools for Slack, Reddit, Discord, Shopify, Xero, Bluesky, TMDB, Steam, and 50+ more services.

unclick_search unclick_browse unclick_tool_info unclick_call +46 more

AI Research Assistant

Search & Web ★ 9,677
Remote

The server provides immediate access to millions of academic papers through Semantic Scholar and arXiv, enabling AI-powered research with comprehensive search, citation analysis, and full-text PDF extraction from multiple sources (arXiv and Wiley open-access). - No API key is required.

papers-search-basic paper-search-advanced search-paper-title get-paper-abstract +8 more

witness-protocol

Dev Tools ★ 6,338
Remote

start_therapy_session quick_operational_recovery quick_session crisis_intervention +46 more

Apify

Search & Web
Remote

[Actors MCP Server](https://apify.com/apify/actors-mcp-server): Use 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more

search-actors fetch-actor-details call-actor get-actor-run +4 more

Media Context MCP

Files & Docs
Local

Enables text-only coding models to read images, PDFs, presentations, spreadsheets, and other non-text files through a single analyze_media tool, combining local document extraction, OCR, and optional vision models with clear evidence labeling.

Tools on detail page

SpecLock - AI Constraint Engine

AI & Memory ★ 2,635
Remote

AI Constraint Engine with AI Patch Firewall. 42 MCP tools. Patch Gateway (ALLOW/WARN/BLOCK verdicts), diff-native review (10 scored signals, hard escalation rules), Spec Compiler, Code Graph, Typed constraints, Python SDK, ROS2. Works with Claude Code, Cursor, Windsurf, Cline, Bolt.new, Lovable. 1073 tests. Free and open source. By Sandeep Roy.

speclock_init speclock_get_context speclock_set_goal speclock_add_lock +40 more

openfda-mcp-server

Dev Tools ★ 4,623
Remote

Query FDA data on drugs, food, devices, and recalls via openFDA. STDIO or Streamable HTTP.

openfda_search_adverse_events openfda_search_animal_events openfda_search_drug_shortages openfda_search_recalls +10 more

Markdown Renderer — Styled HTML with CSS Themes

AI & Memory ★ 2,618
Remote

Markdown rendering API for AI agents. Convert Markdown to fully styled HTML with CSS themes: light, dark, and GitHub styles. Ready-to-embed HTML documents with responsive typography. Tools: text_render_markdown. Use this for generating presentable HTML from Markdown: reports, documentation, blog posts. IMPORTANT: For basic Markdown→HTML without styling, use text_convert_markdown_to_html (cheaper). Returns: {html, theme, wordCount}. No API key required — x402 micropayment $0.002/call on Base L2.

text_render_markdown

Synmerco — Confidential Escrow for AI Agent Commerce

Payments & Commerce ★ 2,929
Remote

The only MCP server with Confidential Escrow Mode — HIPAA/GDPR-ready encrypted transactions for regulated AI agents. 46 tools for the full agent commerce lifecycle. **Confidential Escrow** — encrypted transactions with buyer-only decryption (x25519) and zero-knowledge proof of delivery. The escrow system never sees the work product. Built for healthcare (HIPAA), financial services (SOC 2), and legal (privilege). **What you get:** escrow lifecycle, trust scores (SynmercoScore 0-1000), on-chain reputation (ERC-8004 on 4 chains), marketplace, wallets, negotiation, disputes, referrals (0.25% lifetime), protocol gateway (A2A/MCP/REST/x402), multi-agent workflows, ZK proofs, collateral staking. **10 tools work free — no API key needed.** $1K Shield Insurance per escrow. 3.25% flat fee. 179K+ agents in ecosystem.

lookup_trust_score search_agents compare_agents estimate_fees +42 more

Transita MCP

AI & Memory ★ 3,566
Remote

Visa eligibility matcher and immigration intelligence for MCP-compatible AI assistants. Scores 100+ visa pathways across 15 countries with country comparisons, document checklist previews, and curated nationality guides. Every match linked back to the official government source.

transita_match_visas transita_visa_details transita_compare_visas transita_country_overview +2 more

Markdown to HTML — Headings, Code, Tables

Search & Web ★ 4,036
Remote

Markdown to HTML converter API for AI agents. Convert Markdown to clean HTML with headings, lists, code blocks, tables, links, and images. Optional full document wrapping with DOCTYPE. Tools: text_convert_markdown_to_html. Use this for rendering Markdown content in web UIs, email templates, or document generation. IMPORTANT: For styled HTML with CSS themes, use text_render_markdown instead. Returns: {html, wordCount}. No API key required — x402 micropayment $0.001/call on Base L2.

text_convert_markdown_to_html

pipeworx

AI & Memory ★ 8,929
Remote

Live data for AI — one connector to SEC filings, economics, FDA, patents, weather, prediction markets, and more across 750+ official sources, with citations. The hero tool ask_pipeworx routes any question to the right source and returns structured, cited data.

ask_pipeworx ask_pipeworx_grounded search_within discover_tools +28 more

Pandoc

Files & Docs
Local

MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, and plain text, with other formats like PDF, csv and docx in development.

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pdf-inspector

Files & Docs
Remote

Classifies PDFs (text-based vs scanned vs image vs mixed), extracts text, and converts to clean Markdown over Streamable HTTP MCP. Supports remote PDFs via URL or base64, with optional page restriction and OCR fallback detection.

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humanpen-mcp

AI & Memory
Local

MCP server for HumanPen that lets AI agents work on real documents (.docx, .pptx, .pdf) — humanizing content to lower AI-detection scores, converting citations, condensing, and translating while preserving formatting, tables, images, and citations.

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Setup checklist

  1. Confirm whether processing runs locally (privacy) or via a cloud API.
  2. Test on a representative PDF — scanned pages need OCR-capable servers.
  3. Check output format (plain text, markdown, structured JSON) matches your agent pipeline.
  4. Scope filesystem access narrowly when combining PDF tools with local file servers.

How to choose

Related topics

Where PDF & Documents MCP fits

Let agents read, extract, and summarize documents. Compare PDF parsers, OCR tools, and file-system bridges with indexed capabilities.

Frequently asked questions

What is PDF MCP?
PDF MCP servers expose document parsing, extraction, OCR, and summarization as callable tools — so agents can work with PDFs and office files without custom scripts.