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

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.PrivacyTermsv0.1 · early network
Capabilities/AI Services/ai.evaluation

Evaluation & Benchmarks

Evaluate model or agent outputs.

862 records548 liveRefine in search →
deepviewsMCP serverMCP
by Rswcf
Unknown

Free financial data: company analysis, DCF, comps, benchmarks, screening. No API key.

Evaluation & Benchmarks~100%
npm:deepviews-mcp · local package33/wkpublished 1 mo ago
@general-liquidity/sharpebench-mcpMCP serverMCP
by general-liquidity
Unknown

MCP server exposing SharpeBench's luck-robust quantitative evaluation tools for trading agents, including deflated Sharpe, pass^k, process discipline, and risk analysis.

Markets & TradingEvaluation & Benchmarks
npm:@general-liquidity/sharpebench-mcp · local package33/wkpublished 1 mo ago
proteus-mcpMCP serverMCP
by danieldeshmukh
Unknown

MCP server wrapping the PROTEUS resume-matching pipeline — deterministic scoring, gap analysis, rewrites, and cover letters

HR & Recruiting~100%Evaluation & Benchmarks~100%Vector Search
npm:proteus-mcp · local package33/wkpublished 1 mo ago
vulcnMCP serverMCP
by open-cipher
Unknown

Security evals for the AI era. Probes · Targets · Graders · Proof. Confirmed XSS / SQLi / BOLA / prompt-injection / MCP-RCE with reproducible proof attached to every finding.

Security Scanning~100%Evaluation & BenchmarksSecurity Review~75%
npm:vulcn · local package33/wkpublished 5 mo ago
auditMCP serverMCP
by commitshow
Unknown

Score a public GitHub repo 0-100, or search Legit.Show for launched software by what we measured.

FilesystemEvaluation & BenchmarksAgent Discovery~69%
npm:commitshow-mcp · local package31/wkpublished 1 mo ago
PromptBranchMCP serverMCP
by PromptBranch
Unknown

Local-first MCP server for versioning, searching, evaluating, and improving AI prompts.

Prompt Management~100%Code Generation~75%Evaluation & Benchmarks~71%
npm:@promptbranch/mcp · local package30/wkpublished 1 mo ago
StressZero MCP - Burnout Risk ScoringMCP serverMCP
by gomessoaresemmanuel-cpu
Unknown

Burnout risk scoring across 3 dimensions (physical, emotional, effectiveness)

Evaluation & BenchmarksHR & Recruiting
npm:stresszero-mcp · local package29/wkpublished 2 mo ago
codo-aiAgent
by mosalah4351
Unknown

Spec-driven software development with security-guided multi-agent orchestration. Terminal AI coding agent with a Sensei second opinion, a Checker, six Sec-Test security personas, a Business Agent for xlsx/docx/pptx/pdf deliverables, and free-model support

Agent OrchestrationCode Review~100%Terminal & ShellCode Generation~100%Security Review
npm:codo-ai · local package28/wkpublished 3 d ago
KaidnMCP serverMCP
by io.kaidn
Unknown

Explain fraud verdicts with evidence, surface account rings, and see who has burned other operators.

Accounting~71%Evaluation & Benchmarks~66%Devices & IoT~64%Email~62%
npm:@kaidn/mcp · local package26/wkpublished 2 mo ago
@superbryn-dev/mcpMCP serverMCP
by superbryn-ai
Unknown

SuperBryn MCP server — run the voice-agent eval loop and read your production call logs from Claude Code, Claude Desktop, or Codex.

Monitoring & ObservabilityEvaluation & BenchmarksTesting~66%
npm:@superbryn-dev/mcp · local package26/wkpublished 1 mo ago
claude-code-canaryMCP serverMCP
by slp-dev1
Unknown

Deterministic regression testing, release bisection and plugin compatibility matrices for Claude Code

Testing~100%CI/CD & Deploy~75%Version Control~64%Evaluation & Benchmarks~62%
npm:claude-code-canary · local package25/wkpublished 19 d ago
lead-scoring-agentAgent
by avinash.sangle
Unknown

AI lead scoring & enrichment agent for Twenty CRM — auto-scores People and Opportunities 0-100 with reasoning, on create/update and via backfill.

Evaluation & Benchmarks~100%CRM & Sales
npm:lead-scoring-agent · local package24/wkpublished 3 mo ago
agent-to-trustAgent
by jeremy.king
Unknown

Agent to Trust (A2T) 本地考场 CLI —— 一条命令给你的 agent 打分上榜(Don't trust an Agent. Test it.)

Evaluation & Benchmarks
npm:agent-to-trust · local package23/wkpublished 1 mo ago
@prosemeter/mcpMCP serverMCP
by jordanburke
Unknown

prosemeter MCP server — deterministic prose scoring and the agent revise/converge loop over MCP

Evaluation & Benchmarks
npm:@prosemeter/mcp · local package23/wkpublished 2 mo ago
@doseedo/cliMCP serverMCP
by doseedo
Unknown

doseedo CLI — music & audio for AI agents: 50+ AI instruments play your MIDI, sound effects, stems, audio to MIDI, mixing, DAW sessions and project conversion; every doseedo MCP job by name

Music & AudioDocument Conversion~100%Speech Recognition~75%Evaluation & Benchmarks~66%3D & Design~64%
npm:@doseedo/cli · local package22/wkpublished 4 d ago
mcpscopeMCP serverMCP
by ffleurey
Unknown

A local-first workbench for developing, inspecting, and benchmarking MCP servers against local (LM Studio, Ollama) or remote (OpenRouter) models — Web UI, CLI, and MCP interface over one shared store.

Model AccessEvaluation & BenchmarksMonitoring & Observability
npm:mcpscope · local package22/wkpublished 1 mo ago
@mohitagw15856/rulebookMCP serverMCP
by mohitagw
Unknown

Settle the argument. 37 board and card games including Xiangqi, 203 rulings, illustrations, free places to play, an MCP server and a JSON API.

Team Chat~100%Evaluation & BenchmarksNews & Feeds~60%
npm:@mohitagw15856/rulebook · local package21/wkpublished 2 mo ago
treetraceAgent
by zionboggan
Unknown

Catch every time your AI coding agent touches auth, secrets, or skips a test, then turn the correction you made into a local regression eval. Local-first, deterministic, no LLM judge.

Secrets Management~100%Evaluation & Benchmarks
npm:treetrace · local package21/wkpublished 2 mo ago
@morningljn/mnemoMCP serverMCP
by morningljn
Unknown

Structured fact memory MCP server — SQLite + FTS5, trust scoring, entity graph, bilingual retrieval for Claude Code & Codex

DatabasesAgent MemoryEvaluation & Benchmarks~100%Knowledge Graphs~100%E-commerce Operations~62%
npm:@morningljn/mnemo · local package20/wkpublished 5 mo ago
Calibration ExplorerMCP serverMCP
by m-sanchez
Unknown

Check classifier confidence against accuracy, fit temperature scaling and save local reports.

Evaluation & Benchmarks~71%
npm:@m-sanchez/calibration-explorer-mcp · local package20/wkpublished 23 d ago
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Aliases

evaluation, evals, benchmark, scoring, grading, judge

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