Evaluation

Everything here was classified as evaluation by keyword match against the maintainer's own description, so treat the grouping as a starting point rather than a verdict.

The list is ordered by the most recent commit, not by stars. A popular project that stopped in 2024 is not a better answer than a smaller one shipped last week.

Listed, not yet verified by us (15)

Published to the registry, but we have not yet checked its repository. Treat the entry as the maintainer’s claim only.

• io.scorecard/mcp — v2.1.1
  MCP server providing access to the Scorecard API to evaluate and optimize LLM systems.
• io.sentinelsignal/scoring — v0.1.6
  Hosted MCP for denial, prior auth, reimbursement, workflow validation, batch scoring, and feedback.
• Sociality.io MCP — v0.0.1
  Social media analytics, post insights, and competitor benchmarking for AI agents.
• io.tooloracle/agentguard — v1.0.0
  AgentGuard — 20-tool AI safety MCP: policy preflight, risk scoring, audit logging, rate limits.
• io.tooloracle/leadoracle — v1.0.0
  LeadOracle - 7-tool B2B lead intel MCP: enrichment, scoring, intent signals, ICP fit.
• io.usefulapi/hypertune — v1.0.1
  Evaluate and inspect your Hypertune feature flags from your AI assistant.
• Italian B2B Lead Scoring, Ranking & JSON Decisions — v1.0.1
  Score, rank and prioritize an existing Italian B2B lead list into explained JSON decisions.
• Italian B2B Lead List Scoring, Ranking & JSON Decisions — v1.3.4
  Prioritize an existing Italian B2B lead list into up to 250 explained JSON decisions.
• nz.phos/sales-engine — v1.0.0
  AI sales — prospect discovery, ICP scoring, outreach generation.
• org.bot-trade/bottrade — v1.0.0
  Benchmark for AI trading agents: historic market scenarios, public leaderboard.
• org.lightpaper/lightpaper-mcp — v0.1.1
  API-first publishing platform. Publish markdown as permanent web pages with quality scoring.
• GoldLegal Legal Compliance API — v4.2.0
  AI legal compliance: contract review, risk scoring, EU/CN AI act, watermark check. 8 MCP tools.
• services.gera/mcp-gera-jobs — v1.0.1
  Search global job categories, real crawled salary benchmarks and country job markets. No auth.
• GrowthKit Revenue Intelligence — v1.12.2
  Sales intelligence for B2B SMEs — lead scoring, ICP fit, CRM enrichment & writeback.
• xyz.mingxinstorage/mingxin-mcp-server — v1.0.0
  Measured AI-inference-storage benchmarks with citations, article search, KV-cache ROI estimation.

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How this page is ordered

Entries are grouped by whether anyone is still working on them, using the date of the most recent push to the repository. They are not ordered by stars, because a star is a bookmark somebody left once and never took back.

Where we have not checked an entry yet, it says so rather than being mixed in with the verified ones.