Multi-Dimensional Public Ranked Directories (233 Verified Entries)
Inspect MCP servers, Cloud Ollama & frontier agent models, benchmarks, engineering/security/humanitarian RSS feeds, and verified harness files via HTTPS (GET /v1/public/lists/:slug) or MCP (teleon_public_list_query).
top-agent-models (40) top-benchmarks (36) top-harness-files (45) top-mcp-servers (52) top-rss-feeds (60)
| Rank | Entry & Summary | Category | Composite | Measured Dimensions |
|---|---|---|---|---|
| #1 | NIST National Vulnerability Database (NVD) Canonical CPE dictionary, CVE 2.0 REST API records, and CWE weakness classifications. |
security_and_vulnerability_advisories |
234.88 | {"cadence_per_week":650,"machine_parseability":98,"primary_source_authority":100,"signal_to_noise":91.5} |
| #2 | arXiv cs.LG Machine Learning Daily RSS Optimization, RLVR post-training, architecture scaling laws, and uncertainty quantification preprints. |
ai_research_and_releases |
174.8 | {"cadence_per_week":420,"machine_parseability":99,"primary_source_authority":100,"signal_to_noise":80.2} |
| #3 | arXiv cs.AI Artificial Intelligence Daily RSS Primary daily preprint stream for planning, multi-agent systems, search, and verification papers. |
ai_research_and_releases |
157.88 | {"cadence_per_week":350,"machine_parseability":99,"primary_source_authority":100,"signal_to_noise":82.5} |
| #4 | arXiv cs.CL Computation and Language Daily RSS Primary daily stream for LLM evaluation, alignment, retrieval, tokenization, and tool-use preprints. |
ai_research_and_releases |
150.5 | {"cadence_per_week":320,"machine_parseability":99,"primary_source_authority":100,"signal_to_noise":83} |
| #5 | UN OCHA ReliefWeb Global Humanitarian Updates Real-time situation reports, flash appeals, logistics cluster maps, and epidemic field assessments. |
humanitarian_public_good_and_sdg |
143.4 | {"cadence_per_week":280,"machine_parseability":99,"primary_source_authority":100,"signal_to_noise":94.6} |
| #6 | OSV.dev Open Source Vulnerability Database Commit-exact open-source vulnerability schema uniting PyPA, RustSec, Go, GHSA, and Linux kernel streams. |
security_and_vulnerability_advisories |
101.42 | {"cadence_per_week":110,"machine_parseability":99.5,"primary_source_authority":99,"signal_to_noise":97.2} |
| #7 | arXiv cs.SE Software Engineering Daily RSS Repository-level automated program repair, mutation testing, static analysis, and SWE benchmark preprints. |
ai_research_and_releases |
95.63 | {"cadence_per_week":95,"machine_parseability":99,"primary_source_authority":100,"signal_to_noise":88.5} |
| #8 | GitHub Advisory Database (GHSA) Reviewed npm, PyPI, Cargo, Go, Maven, and NuGet package vulnerability ranges with CVSS v4 vectors. |
security_and_vulnerability_advisories |
94.45 | {"cadence_per_week":85,"machine_parseability":98,"primary_source_authority":99,"signal_to_noise":95.8} |
| #9 | UN OCHA Humanitarian Data Exchange (HDX) Subnational COD administrative boundaries, food security IPC phases, and health-facility open datasets. |
humanitarian_public_good_and_sdg |
83.85 | {"cadence_per_week":45,"machine_parseability":96,"primary_source_authority":99,"signal_to_noise":95.4} |
| #10 | AWS What's New Recent Announcements Feed High-volume regional availability, IAM condition keys, S3/Nitro updates, and Bedrock service launches. |
cloud_and_infra |
81.75 | {"cadence_per_week":45,"machine_parseability":99,"primary_source_authority":99,"signal_to_noise":84} |
| #11 | GDACS Global Disaster Alert & Coordination RSS Multi-hazard cyclone, flood, volcano, drought, and tsunami Red/Orange/Green humanitarian alerts. |
humanitarian_public_good_and_sdg |
77.78 | {"cadence_per_week":16,"machine_parseability":99,"primary_source_authority":99,"signal_to_noise":97.1} |
| #12 | Cloudflare Developer Changelog RSS Machine-parseable product limits, Wrangler CLI flags, Workers compatibility dates, and binding updates. |
cloud_and_infra |
77.33 | {"cadence_per_week":14,"machine_parseability":99.5,"primary_source_authority":99,"signal_to_noise":96.8} |
| #13 | CISA Cybersecurity Advisories All XML Authoritative federal ICS, cloud, and critical-infrastructure vulnerability alerts and mitigation directives. |
security_and_vulnerability_advisories |
76.35 | {"cadence_per_week":9,"machine_parseability":99,"primary_source_authority":100,"signal_to_noise":97.4} |
| #14 | GitHub Official Changelog Feed Authoritative Actions runner updates, REST/GraphQL deprecations, and security policy rollouts. |
cloud_and_infra |
76.13 | {"cadence_per_week":12,"machine_parseability":99,"primary_source_authority":99,"signal_to_noise":94.5} |
| #15 | Simon Willison Weblog Everything Atom Rapid hands-on CLI evaluations of new models, prompt-injection defenses, SQLite tooling, and MCP patterns. |
ai_research_and_releases |
76.13 | {"cadence_per_week":18,"machine_parseability":99.5,"primary_source_authority":93,"signal_to_noise":94} |
| #16 | CISA Known Exploited Vulnerabilities (KEV) JSON Zero-false-positive machine-readable catalog of CVEs actively exploited in the wild with remediation due dates. |
security_and_vulnerability_advisories |
76 | {"cadence_per_week":4.5,"machine_parseability":100,"primary_source_authority":100,"signal_to_noise":99.5} |
| #17 | USGS Significant Earthquakes Real-Time Atom Zero-latency geodetic magnitude, PAGER impact estimates, and ShakeMap telemetry in clean Atom XML. |
humanitarian_public_good_and_sdg |
75.7 | {"cadence_per_week":3.2,"machine_parseability":100,"primary_source_authority":100,"signal_to_noise":99.6} |
| #18 | AgentFeeds Daily Deprecation & Release Stream Cursor-sequenced deprecation notices, SDK breaking changes, and MCP protocol updates for autonomous fleets. |
developer_harnesses_and_protocols |
75.35 | {"cadence_per_week":7,"machine_parseability":99.5,"primary_source_authority":97,"signal_to_noise":97.9} |
| #19 | World Health Organization Outbreak & Health RSS Official Disease Outbreak News, prequalified vaccine cold-chain updates, and clinical triage advisories. |
humanitarian_public_good_and_sdg |
75.3 | {"cadence_per_week":6,"machine_parseability":99,"primary_source_authority":100,"signal_to_noise":96.2} |
| #20 | Anthropic Claude Code CLI Releases Atom CLAUDE.md inheritance rules, PreToolUse/PostToolUse hooks, subagent delegation, and sandbox permission flags. |
developer_harnesses_and_protocols |
75.1 | {"cadence_per_week":3.8,"machine_parseability":99.5,"primary_source_authority":100,"signal_to_noise":97.1} |
| #21 | Node.js Official Runtime & Security Releases XML LTS and Current Node.js release tarballs, V8 engine bumps, permission-model flags, and CVE patch notes. |
open_source_runtimes |
74.95 | {"cadence_per_week":1.2,"machine_parseability":99.5,"primary_source_authority":100,"signal_to_noise":99.1} |
| #22 | MCP TypeScript SDK Official Releases Atom Streamable HTTP transport, Zod schema serialization, and Workers-compatible client/server SDK tags. |
developer_harnesses_and_protocols |
74.95 | {"cadence_per_week":1.4,"machine_parseability":99.5,"primary_source_authority":100,"signal_to_noise":98.9} |
| #23 | MCP Python SDK Official Releases Atom FastMCP decorators, async stdio/SSE lifecycle fixes, and Pydantic schema validation releases. |
developer_harnesses_and_protocols |
74.95 | {"cadence_per_week":1.6,"machine_parseability":99.5,"primary_source_authority":100,"signal_to_noise":98.7} |
| #24 | OpenAI Codex CLI Harness Releases Atom Rust/TypeScript Codex CLI releases, Seatbelt/Landlock sandboxing, and AGENTS.md directory discovery. |
developer_harnesses_and_protocols |
74.95 | {"cadence_per_week":3.5,"machine_parseability":99.5,"primary_source_authority":100,"signal_to_noise":96.8} |
| #25 | Bytecode Alliance Wasmtime Releases Atom Cranelift AOT .cwasm format updates, WASI 0.2 component-model host bindings, and sandbox security patches. |
open_source_runtimes |
74.9 | {"cadence_per_week":1.1,"machine_parseability":99.5,"primary_source_authority":100,"signal_to_noise":99} |
| #26 | Rust Programming Language Official Feed 6-week stable rustc toolchain releases, Cargo resolver updates, RustSec notices, and wasm32-wasip2 targets. |
open_source_runtimes |
74.8 | {"cadence_per_week":0.9,"machine_parseability":99.5,"primary_source_authority":100,"signal_to_noise":98.8} |
| #27 | OpenCode CLI & Agent Harness Releases Atom Terminal coding harness releases supporting Cloud Ollama https://ollama.com/v1, LSP diagnostics, and MCP tools. |
developer_harnesses_and_protocols |
74.8 | {"cadence_per_week":4.2,"machine_parseability":99.5,"primary_source_authority":99,"signal_to_noise":96.5} |
| #28 | PostgreSQL Core Version Releases RSS Canonical minor and major PostgreSQL 18/17/16 security and point-release announcements. |
cloud_and_infra |
74.78 | {"cadence_per_week":0.4,"machine_parseability":99.5,"primary_source_authority":100,"signal_to_noise":99.2} |
| #29 | Google Gemini CLI Harness Releases Atom GEMINI.md workspace context loader, MCP server extensions, and non-interactive CI automation updates. |
developer_harnesses_and_protocols |
74.75 | {"cadence_per_week":3.1,"machine_parseability":99.5,"primary_source_authority":100,"signal_to_noise":96.4} |
| #30 | Lean 4 Theorem Prover Official Releases Atom Lean 4 kernel verification updates, Lake package manager changes, and tactic solver performance notes. |
open_source_runtimes |
74.72 | {"cadence_per_week":0.8,"machine_parseability":99.5,"primary_source_authority":100,"signal_to_noise":98.6} |
| #31 | Cloudflare Engineering Blog RSS Deep postmortems, Workers isolate internals, BGP routing telemetry, and D1/R2 storage architecture. |
cloud_and_infra |
74.67 | {"cadence_per_week":6.5,"machine_parseability":99,"primary_source_authority":98,"signal_to_noise":95.2} |
| #32 | Go Official Engineering & Release Atom Feed Go compiler, garbage collector latency improvements, standard library net/http changes, and FIPS crypto modules. |
open_source_runtimes |
74.65 | {"cadence_per_week":0.6,"machine_parseability":99.5,"primary_source_authority":100,"signal_to_noise":98.5} |
| #33 | Python Insider Core Release & Security Atom CPython 3.12/3.13/3.14 bugfix and security releases, free-threading updates, and JIT compiler status. |
open_source_runtimes |
74.63 | {"cadence_per_week":0.8,"machine_parseability":99,"primary_source_authority":100,"signal_to_noise":98.7} |
| #34 | Our World in Data Empirical SDG Atom Feed Reproducible open CSV/Parquet series on child mortality, clean energy, literacy, and global health. |
humanitarian_public_good_and_sdg |
74.5 | {"cadence_per_week":4,"machine_parseability":99,"primary_source_authority":97,"signal_to_noise":98} |
| #35 | Baltor Verified Decision Collections JSONFeed JSONFeed v1.1 directory of 19 decision collections separating primary measurements from secondary claims. |
developer_harnesses_and_protocols |
74.4 | {"cadence_per_week":1,"machine_parseability":100,"primary_source_authority":98,"signal_to_noise":98.6} |
| #36 | Zig Programming Language & Toolchain XML Hermetic C/C++ cross-compilation, custom incremental linker progress, and explicit allocator ergonomics. |
open_source_runtimes |
74.36 | {"cadence_per_week":0.25,"machine_parseability":99,"primary_source_authority":100,"signal_to_noise":98.2} |
| #37 | Google Project Zero Vulnerability Research Zero-day exploit chains, browser/JIT sandbox escapes, kernel memory corruption analyses, and 90-day disclosure logs. |
security_and_vulnerability_advisories |
74.22 | {"cadence_per_week":0.4,"machine_parseability":98.5,"primary_source_authority":99,"signal_to_noise":99} |
| #38 | DuckDB Analytical Engine Feed Vectorized execution engine releases, Parquet/Iceberg pushdown benchmarks, and WebAssembly client updates. |
open_source_runtimes |
74.05 | {"cadence_per_week":0.7,"machine_parseability":99,"primary_source_authority":99,"signal_to_noise":97.5} |
| #39 | Model Context Protocol Specification Changelog Normative JSON-RPC transport updates, OAuth 2.1 authorization specs, elicitation schemas, and tool annotations. |
developer_harnesses_and_protocols |
73.97 | {"cadence_per_week":1.5,"machine_parseability":96,"primary_source_authority":100,"signal_to_noise":98.4} |
| #40 | United Nations Sustainable Development Goals Feed 17 SDG indicator updates, climate adaptation finance reports, and multilateral public-good initiatives. |
humanitarian_public_good_and_sdg |
73.95 | {"cadence_per_week":5.5,"machine_parseability":98.5,"primary_source_authority":100,"signal_to_noise":91.8} |
| #41 | BurnTokensForGood Zero-PII SDG Commons Manifest 0-bps Ring-3 civic, rural-clinic, migrant-worker protection, and accessibility verification work queues. |
humanitarian_public_good_and_sdg |
73.95 | {"cadence_per_week":3,"machine_parseability":99,"primary_source_authority":96,"signal_to_noise":97.8} |
| #42 | Hugging Face Research & Hub Feed Open-weights releases, safetensors quantization benchmarks, smolagents recipes, and Hub dataset specs. |
ai_research_and_releases |
73.72 | {"cadence_per_week":8.5,"machine_parseability":99,"primary_source_authority":97,"signal_to_noise":90.4} |
| #43 | AgentSkills Portable SKILL.md Open Specification Vendor-neutral SKILL.md YAML frontmatter, progressive disclosure scripts/references layout, and portability rules. |
developer_harnesses_and_protocols |
73.58 | {"cadence_per_week":0.8,"machine_parseability":96.5,"primary_source_authority":99,"signal_to_noise":98} |
| #44 | Lilian Weng Lil'Log Deep Survey RSS Rigorous mathematical synthesis posts on reward hacking, inference-time compute, agents, and hallucination. |
ai_research_and_releases |
73.56 | {"cadence_per_week":0.15,"machine_parseability":99,"primary_source_authority":96,"signal_to_noise":99.1} |
| #45 | SQLite Official Release News Log Query planner changes, WAL concurrency improvements, and JSONB/FTS5 updates for embedded SQLite and D1. |
cloud_and_infra |
73.43 | {"cadence_per_week":0.3,"machine_parseability":94,"primary_source_authority":100,"signal_to_noise":99.4} |
| #46 | TigerBeetle Distributed Financial Storage RSS Deterministic simulation testing, Viewstamped Replication consensus, io_uring storage fault models, and Zig patterns. |
cloud_and_infra |
73.4 | {"cadence_per_week":0.5,"machine_parseability":98.5,"primary_source_authority":97,"signal_to_noise":97.6} |
| #47 | OpenAI Official News & Model Releases RSS System cards, API model launches, Responses API updates, and evaluation methodology disclosures. |
ai_research_and_releases |
73.17 | {"cadence_per_week":3.5,"machine_parseability":98,"primary_source_authority":100,"signal_to_noise":91.2} |
| #48 | ICRC Humanitarian Law & Digital Policy Feed Proportionality in crisis technology, civilian data protection (do no digital harm), and IHL analysis. |
humanitarian_public_good_and_sdg |
73.17 | {"cadence_per_week":2,"machine_parseability":98.5,"primary_source_authority":98,"signal_to_noise":94.2} |
| #49 | Kubernetes Official Project Feed KEP API graduations, kubelet security advisories, Gateway API updates, and deprecations. |
cloud_and_infra |
73.13 | {"cadence_per_week":2,"machine_parseability":99,"primary_source_authority":99,"signal_to_noise":92.5} |
| #50 | Bun JavaScript Runtime & Bundler RSS JavaScriptCore runtime releases, native SQLite/S3 bindings, and fast single-file bundler benchmarks. |
open_source_runtimes |
72.92 | {"cadence_per_week":1.1,"machine_parseability":99,"primary_source_authority":98,"signal_to_noise":93.6} |
| #51 | World Bank Open Data & Development Blog RSS World Development Indicators methodology updates, poverty line revisions, and microdata releases. |
humanitarian_public_good_and_sdg |
72.9 | {"cadence_per_week":2.2,"machine_parseability":98,"primary_source_authority":98,"signal_to_noise":93.4} |
| #52 | Tailscale Engineering Blog XML WireGuard NAT traversal, zero-trust workload identity, kernel TCP tuning, and Go runtime lessons. |
cloud_and_infra |
72.82 | {"cadence_per_week":2.2,"machine_parseability":99,"primary_source_authority":96,"signal_to_noise":94.1} |
| #53 | Deno Runtime & JSR Registry Feed Capability-based permission flags, Deno 2 npm compatibility, and TypeScript isolate startup optimizations. |
open_source_runtimes |
72.78 | {"cadence_per_week":1.4,"machine_parseability":98.5,"primary_source_authority":98,"signal_to_noise":93.2} |
| #54 | OpenSSF Open Source Security Foundation RSS SLSA provenance attestations, Sigstore signing updates, Scorecard checks, and supply-chain advisories. |
security_and_vulnerability_advisories |
72.75 | {"cadence_per_week":2.5,"machine_parseability":98.5,"primary_source_authority":97,"signal_to_noise":93} |
| #55 | Fly.io Engineering & Infra Feed Firecracker microVM orchestration, Anycast proxy internals, LiteFS/Corrosion state, and GPU machine notes. |
cloud_and_infra |
72.53 | {"cadence_per_week":1.8,"machine_parseability":98.5,"primary_source_authority":96,"signal_to_noise":93.8} |
| #56 | Krebs on Security Threat Intelligence RSS Investigative reporting on credential stuffing, registrar hijacking, ransomware infrastructure, and identity fraud. |
security_and_vulnerability_advisories |
72.4 | {"cadence_per_week":1.8,"machine_parseability":99,"primary_source_authority":94,"signal_to_noise":94.8} |
| #57 | Ollama Cloud & Model Library Releases Announcements for Cloud Ollama https://ollama.com/v1 endpoints, tool-calling templates, and new open weights. |
ai_research_and_releases |
72.3 | {"cadence_per_week":2.4,"machine_parseability":92,"primary_source_authority":99,"signal_to_noise":95.8} |
| #58 | OWASP Foundation & GenAI Top 10 Feed LLM prompt injection, excessive agency, tool-scope privilege escalation, and ASVS verification standards. |
security_and_vulnerability_advisories |
72.15 | {"cadence_per_week":1.5,"machine_parseability":98,"primary_source_authority":97,"signal_to_noise":92.1} |
| #59 | Schneier on Security Atom Feed Cryptographic protocol failures, AI security governance, and socio-technical attack surface analysis. |
security_and_vulnerability_advisories |
72.15 | {"cadence_per_week":5,"machine_parseability":99,"primary_source_authority":93,"signal_to_noise":91.6} |
| #60 | Anthropic Alignment & Model Research Stream Mechanistic interpretability, Model Context Protocol specs, SWE-agent harnesses, and Sabotage evaluations. |
ai_research_and_releases |
72.03 | {"cadence_per_week":1.6,"machine_parseability":90,"primary_source_authority":100,"signal_to_noise":96.5} |