"Best tools or methods for understanding a codebase" matching MCP connectors:
GET /v1/connectors — MCP directory API referenceMatching Connector Tools:
Read public sources and manage a smry library, feeds, notes, highlights, files, and page monitors.
Turn any article, document, or chat reply into a one-word-at-a-time RSVP reading session.
Summarize YouTube videos or fetch transcripts. Pay-per-call via x402 (USDC on Base), no account.
Pay-per-call AI tools over x402: web research, summarization, structured extraction (USDC, Base).
Free cross-lingual news briefings for AI agents across 89 languages. Read-only, hosted.
Verifiable document intelligence for AI agents. Extract, summarize, claim-check, and notarize PDFs & URLs with cryptographic proofs, cross-document search, and on-chain attestation via Base L2.
Multilingual YouTube → Knowledge Pack engine. Paste a video URL and get a structured pack — summary, key ideas, glossary, quiz, transcript with timestamps — in Spanish, Portuguese, German, or English. Anonymous endpoint plus OAuth-gated tools for library search, RAG Q&A on a single pack, and Anki export.
Render LaTeX math as pure Unicode text art for terminals, code comments, and emails.
Mixture-of-Agents document intelligence engine. Multiple AI models cross-verify each other for 100% recall across 10 languages. 6 tools (analyze_document, extract_web, summarize, delegate_bulk_translate, estimate_cost, health_check). USDC pay-per-call on Base or Solana via x402. From $0.08/call.
Text Intelligence delivers robust NLP capabilities without the hassle of authentication or
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, quizzes & games. Hosted.
DocForge turns documents into structured data. Upload a PDF, image, or Office file and get fielded JSON back with per-field confidence scores. 95 templates (invoices, receipts, bank statements, ID docs), custom JSON Schema mode, auto-detect, natural-language instructions. Keyless demo tool included. Free 7-day trial.
MeetGeek is an AI meeting-intelligence platform that records, transcribes, and summarizes Zoom, Google Meet, and Teams calls, then extracts action items, highlights, and insights. This MCP server lets any client pull a user's meeting transcripts, summaries, highlights, and action items into a workflow. Tools: meetings, meetingDetails, transcript, summary, highlights, insights, teamMeetings, uploadRecording. OAuth 2.0. Docs: https://docs.meetgeek.ai/mcp/cloud-mcp/introduction
Public MCP server for summaries, DNS lookup, catalog, replies, and JSON checks.
Who is wired for this role, in four plain facets, and what one change would widen it.
Review contracts for risks: summary, severity-rated flags, key terms, and clause coverage.
- Agentic NewsOAuth unavailableai.agentic-news
AI-powered news intelligence — 21 tools for personalized monitoring, briefings, and semantic search
Carbon Voice MCP serves as a bridge that connects AI assistants like ChatGPT, Claude, and Cursor to a user's Carbon Voice account, turning voice messages and conversations into a private, on-demand knowledge base. It provides 28 specialized tools for comprehensive voice messaging management, including creating and sending messages, accessing conversation history with instant transcription, running AI actions (summarization, TLDR generation, meeting notes), and managing workspace collaboration through folders, contacts, and team communications.
Toxicity, sentiment, NER, PII detection, and language identification tools
MemoryOracle - 10 agent memory tools: vector store, recall, summarization, redaction.
