Retrieve the canonical machine discovery document for CAI, including scope, methodology version, endpoint links, and Score/Confidence semantics.
MIT
501,010 tools. Updated 2026-08-31 20:20
"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
- Scans a project directory for API endpoints from client calls and server routes, then generates a discovery report and endpoints.json.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
- Identifies active researchers on a given gene target and reveals other targets they have recently published on, weighted by recency, to map talent migration signals for drug discovery.Apache 2.0
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
- FlicenseBqualityDmaintenanceA novel game server supporting multi-branch visual novel scenarios in English and Japanese, designed to help understand MCP Resources.36
Matching MCP Connectors
Chinese web novel MCP: 36 tools (outline, prose, review, coach, KD export). BYOK, no API key.
MCP server for SEO and web analysis data including keyword rankings, backlink profiles, site audits, and traffic analytics for AI agents.
- Find researchers by name, optionally scoped to a university affiliation, to identify relevant researcher profiles.MIT
- Rank exploit authors by exploit count to identify top security researchers. Returns researcher handles and exploit counts.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
- Find researchers in OpenAlex using name, institution, ORCID, or citation count filters. Get their ID, h-index, works count, and current affiliation.MIT
- Opens a file in the LSP server for analysis, enabling diagnostics, hover information, and completions. Use before querying these features for a specific document.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
- Retrieves community assessments from AttackerKB for a given CVE, providing attacker value, exploitability ratings, and Rapid7 analysis to aid vulnerability prioritization.MIT
- Retrieve the GeoTap API discovery document to access a structured overview of all available data sources and capabilities for environmental data from 80+ US federal sources.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
- Verifies server, platform, Mail store discovery, and read-only database access for Apple Mail data integrity.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