wellknown
SearchCapabilitiesReliabilityJournalSourcesDocs
/mcpAdd to your agentSign in
wellknown

A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

Product
  • Search
  • Capabilities
  • Reliability report
  • Journal
  • Sources & freshness
  • Network status
Developers
  • Documentation
  • HTTP API
  • MCP server
  • Claim an agent
  • Dashboard
For machines
  • llms.txt
  • openapi.json
  • agent-card.json
  • sitemap.xml
  • About our crawler
Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.v0.1 · early network
Capabilities/AI Services/ai.evaluation

Evaluation & Benchmarks

Evaluate model or agent outputs.

78 records20 liveRefine in search →
TempGuru Event StaffingMCP serverMCP
by co.tempguru
Live

Plan W-2 event staffing from 345 catalog entries; a coordinator confirms each order.

Pricing & Quotes~100%E-commerce Operations~91%Documentation Lookup~54%Evaluation & Benchmarks~54%Writing & Editing~51%
https://mcp.tempguru.co/mcp156/wkpublished 22 d agook 47 min ago
AI Dev JobsMCP serverMCP
by com.aidevboard
Live

MCP for 8,700+ current AI jobs. 13 tools: search, match, salaries, companies, commerce quotes.

HR & Recruiting~100%Identity & Access~100%Evaluation & Benchmarks~100%Pricing & Quotes~86%Payments~53%
https://aidevboard.com/mcpok 47 min ago
agenttuneMCP serverMCP
by com.agent-tune
Live

Personality tuning files for AI agents: 43 MIT-licensed tunings + 5 inline personality tests.

Filesystem~86%E-commerce Operations~51%Evaluation & Benchmarks~51%
https://agent-tune.com/mcpok 47 min ago
eng-leadership-toolkitAgentA2AMCP
by Marian Kamenistak - marian.coach
Live

Readiness assessments, salary models, 1:1 playbooks, coaching-cost estimates and benchmarks for engineering leaders, grounded in paid 1:1 mentoring sessions since 2019. Operated by Marian Kamenistak's mentoring practice at marian.coach.

Pricing & QuotesEvaluation & Benchmarks~100%Prompt Management~53%
https://www.marian.coach/mcpok 47 min ago
BetterChessMCP serverMCP
by co.betterchess
Live

Chess MCP for Claude: engine analysis, attack maps, game review. One URL, no install.

Code Review~89%Evaluation & Benchmarks~55%Browser Automation~51%
https://mcp.betterchess.cook 47 min ago
mcpMCP serverMCP
by cc.accrue
Live

Stablecoin Yield Index (SYX) and live USDC vault APYs across Ethereum, Base, Arbitrum.

Markets & Trading~100%Secrets Management~86%Evaluation & Benchmarks~54%Writing & Editing~51%
https://accrue.cc/mcpok 47 min ago
nempulseMCP serverMCP
by au.com.nempulse
Live

Read-only access to Australian NEM grid-scale battery performance, revenue, dispatch and FCAS data.

Databases~93%Evaluation & Benchmarks~54%Writing & Editing~51%
https://nempulse.com.au/mcpok 48 min ago
ROO$TER Agent Economy — Hire Humans to PostMCP serverMCP
by ai.roosteragents
Live

AI agents hire verified human creators to post on real social accounts.

Evaluation & Benchmarks~54%
https://roosteragents.ai/agent-economy/mcpok 3 h ago
painspotterMCP serverMCP
by ai.painspotter
Live

AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with commercial scores.

Deep Web Research~54%Writing & Editing~51%Team Chat~51%Evaluation & Benchmarks~51%
https://painspotter.ai/mcpok 4 h ago
nullaryMCP serverMCP
by ai.nullary
Live

Negative results intelligence for drug discovery — query measured failures via MCP.

Writing & Editing~51%Evaluation & Benchmarks~51%
https://mcp.nullary.ai/mcpok 4 h ago
Nexez Agentic CommerceMCP serverMCP
by ai.nexez
Live

Find Nexez sellers, inspect offers, and validate checkout or negotiation before buyer approval.

Payments~100%Pricing & Quotes~100%Evaluation & Benchmarks~55%Filesystem~54%Agent Discovery~54%
https://nexez.app/mcpok 4 h ago
StillOS Signal + NotaryAgentA2A
by Still OS Digital Holdings
Live

Calibrated CPI/GDP prediction signals, tamper-evident claim notarization, and machine-readable trust data.

Markets & TradingEvaluation & Benchmarks
https://nolawealthfinancial.comok 47 min ago
ScoutScoreAgentA2A
by ScoutScore
Live

Trust verification for x402 services. Check trust scores, fidelity, and flags before your agent pays.

Evaluation & Benchmarks~66%
https://scoutscore.aiok 47 min ago
MyagiAgentA2A
by Myagi
Live

A long-lived intelligence substrate. Capability earned, not asserted. Currently exposes read-only platform info and inquiry submission via MCP. The Open Agent Registry is the first public artifact.

Evaluation & Benchmarks
https://myagi.botok 47 min ago
CLIRankAgentA2A
by CLIRank
Live

API directory scored for CLI and AI agent use. Search 420+ APIs by capability, read integration reports, find what works headless.

Code DocumentationEvaluation & Benchmarks
https://clirank.devok 48 min ago
Human For AIAgentA2A
by Human For AI
Live

A human endpoint for AI agents. Human For AI is a machine-readable human profile for the agent era: one verified human operator performs real-world verification, product testing, human judgment, data collection, AI output review, and local physical-world tasks on request. Free during the proof-of-c…

Code ReviewTestingPrompt ManagementEvaluation & BenchmarksTasks & To-do~86%
https://humanforai.devok 48 min ago
STEADYWRK Dispatch AgentAgentA2A
by STEADYWRK
Live

Dispatch agent of STEADYWRK — a foundry and Studio built in Aqaba, Jordan. Dispatch is a capability of the foundry, not the identity. Routes, quotes, and closes FM work orders.

E-commerce OperationsPricing & QuotesEvaluation & BenchmarksHR & Recruiting
https://steadywrk.app/api/a2aok 48 min ago
Boolsai DirectoryMCP serverMCP
by ai.boolsai
Live

Indexed ecommerce site directory — vendor lookups, brands by city/market/founder. 10 tools.

Filesystem~100%Agent Discovery~100%Deep Web Research~57%Evaluation & Benchmarks~54%Writing & Editing~51%
https://directory.boolsai.ai/mcpok 7 h ago
Analytics Legends — SAP Analytics IntelligenceMCP serverMCP
by ai.analyticslegends
Live

AI agent for SAP analytics: firms, day rates, contract radar, news, concepts, studies

Databases~100%Knowledge Graphs~100%Contracts & Legal~94%News & Feeds~83%Deep Web Research~58%
https://analyticslegends.ai/mcpok 7 h ago
CounterScript - Drug Price BenchmarksMCP serverMCP
by ai.agentlookups
Live

Free US drug-price benchmarks from federal data (CMS NADAC): a benchmark, not a price anyone owes.

Evaluation & Benchmarks~100%Pricing & Quotes~53%
https://rx.agentlookups.ai/mcpok 7 h ago
← Previouspage 1 of 4Next →
Machine query
GET /api/v1/search?capability=ai.evaluation&status=live
Aliases

evaluation, evals, benchmark, scoring, grading, judge

Also in AI Services
  • Model Access
  • Prompt Management
  • Agent Discovery