Retrieve the canonical machine discovery document for CAI, including scope, methodology version, endpoint links, and Score/Confidence semantics.
MIT
756,775 tools. Updated 2026-11-07 17:25
"A server for assisting researchers in novel discovery and document analysis" matching MCP tools:
- Visualise cross-reference results as a colour-coded map: green for matches, amber for near misses, red for novel findings, grey for known assets.Apache 2.0
- Fetch the free x402 discovery document to explore available market data previews and payment options.MIT
- Retrieve all endpoints in the Search & Discovery category for cryptocurrency search, trending analysis, token discovery, new coin listings, and market-wide search capabilities.MIT
- Search across researchers for papers, datasets, or repositories using keywords to find relevant academic resources in a federated network.MIT
- Retrieve the canonical Designesy agent discovery document for integrations, covering identity, endpoints, package index, permissions, and citation templates.MIT
Matching MCP Servers
- FlicenseNot gradedqualityBmaintenanceEnables any MCP-compatible AI assistant to search, filter, and retrieve information from a local document collection using a hybrid search pipeline with vector, BM25, reranking, and LLM enrichment.4-
- FlicenseNot gradedqualityDmaintenanceA Model Context Protocol server that provides document analysis capabilities to LLM applications, including extraction, chunking, summarization, and semantic search for PDF, DOCX, and plaintext documents.-
Matching MCP Connectors
Chinese web novel MCP: 36 tools (outline, prose, review, coach, KD export). BYOK, no API key.
AI reasoning checks any document against known international standards before your agent acts on it.
- Start or resume a play session by resuming a novel, activating a badge, and receiving a recap. Novel and badge are optional; changes persist and are audited.MITDestructive
- Find researchers by name, optionally scoped to a university affiliation, to identify relevant researcher profiles.MIT
- Generates a structured invention disclosure by analyzing your technical description to identify novel contributions, claim candidates, and prior art considerations for patent protection.MIT
- Identify university researchers linked to a topic via matching works, ranked by publication count and citations. Specify institution and get a ranked list of researchers.MIT
- Generate novel ideas for any challenge using creative frameworks like SCAMPER and Design Thinking, with domain context and feasibility analysis. Refine concepts through iterative clustering and constraint handling.MIT
- Retrieve the structured block tree of a Feishu document, including block types, content, and hierarchy, for precise document analysis.MIT
- Read researchers' comments on a National Archives record to find notes about its contents, related files, or description errors before your next search.MIT
- Analyze multiple content files from a directory or list, comparing them together or individually for cross-document or per-file analysis.MIT
- Retrieves community assessments from AttackerKB for a given CVE, providing attacker value, exploitability ratings, and Rapid7 analysis to aid vulnerability prioritization.MIT
- Find academic researchers by name, field, or institution. Retrieve Google Scholar profiles including publications and citation metrics.MIT
- Complete TLS/SSL analysis: handshake probe, JARM fingerprint, certificate inspection, JA4X, cipher suites, SNI, cross-referencing, and CT subdomain discovery in a single call.AGPL 3.0
- Get collection details from a discovery document URL to see its capabilities, supported types, and versions.MIT
- Generate novel ideas with dynamic context gathering, creative frameworks, and feasibility analysis to solve complex challenges.MIT
- Generate novel ideas by applying creative frameworks (SCAMPER, Design Thinking) with domain context, idea clustering, feasibility analysis, and iterative refinement. Supports Gemini, Codex, and Claude.MIT
- Checks a novel project for structural and content issues, reporting problems without altering files.MIT