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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

AI Services

Model access, evaluation and agent infrastructure.

3.0k records1846 liveRefine in search →
Model AccessEvaluation & BenchmarksPrompt ManagementAgent Discovery
datoonMCP serverMCP
by andrii-su
Unknown

Smart structured-data to TOON gateway: converts to TOON only when it saves LLM tokens.

SpreadsheetsPrompt Management~75%
pypi:datoon · local packagepublished 4 mo ago
dotnet-template-mcpMCP serverMCP
by YuliiaKovalova
Unknown

MCP server for dotnet new: discover, inspect, preview and create .NET projects from templates.

Prompt Management~100%
no endpoint declared
alexei-led/aws-mcp-serverMCP serverMCP
by alexei-led
Unknown

A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support

Cloud Platforms~100%Prompt Management~87%
no endpoint declared
Verigent MCP ServerMCP serverMCP
by verigent.ai
Unknown

MCP server that lets an agent run an independent Verigent verification of its own capability (proof-or-zero) and read the result. Free first run.

Evaluation & Benchmarks
no endpoint declared
ami-surveyMCP serverMCP
by speedofred
Unknown

Measures the cost, tokens and duration of a completed agent workflow from its session log.

Evaluation & Benchmarks
pypi:ami-survey · local packagepublished 2 mo ago
cloud-auditMCP serverMCP
by gebalamariusz
Unknown

AWS security scanner with attack chain detection, IAM privilege escalation, and fixes

Cloud PlatformsSecurity ScanningEvaluation & Benchmarks~69%CI/CD & Deploy~56%
pypi:cloud-audit · local packagepublished 2 mo ago
social-media-analyticsMCP serverMCP
by vpatser1
Unknown

Profile analysis, hashtag research, content calendars, competitor benchmarks, viral scoring

Social Media~83%Evaluation & Benchmarks~83%
npm:social-media-analytics · local package
inbox-to-actionMCP serverMCP
by tarunlnmiit
Unknown

Agentic Gmail triage: classify, summarize, extract tasks, draft replies. Never sends.

EmailTasks & To-doModel AccessSMS & Voice
pypi:inbox-to-action · local packagepublished 4 mo ago
autopilot-jobhuntMCP serverMCP
by tarunlnmiit
Unknown

Agentic job hunt: scan careers pages, score against your resume, draft applications. Never applies.

Model Access
pypi:autopilot-jobhunt · local packagepublished 4 mo ago
rendercheckMCP serverMCP
by rogermsc
Unknown

Check generated audio, video and stills for defects. Returns a verdict, not more media.

TestingSpeech SynthesisEvaluation & BenchmarksVideo Editing
pypi:rendercheck · local packagepublished 3 mo ago
VolanteMCP serverMCP
by ribato22
Unknown

Routes to the best predicted fit from configured metadata/evidence after hard-capability filtering.

Agent OrchestrationEvaluation & Benchmarks
pypi:volante · local packagepublished 3 mo ago
sports-card-agentMCP serverMCP
by rjexile
Unknown

Sports card pricing, market analysis, grading ROI, and player stats (NBA/NFL/MLB)

Pricing & QuotesEvaluation & BenchmarksMarkets & Trading~66%
pypi:sports-card-agent · local packagepublished 8 mo ago
AI Tool Discovery AgentMCP serverMCP
by nirholas
Unknown

AI agent discovers MCP servers from GitHub npm - analyzes APIs configs

Agent Discovery~83%
no endpoint declared
QueryPilotMCP serverMCP
by nickklos10
Unknown

Safe SQL gateway for AI agents: SELECT-only validation, access policies, masking, audit trail, evals

Evaluation & BenchmarksDatabases
pypi:querypilot · local packagepublished 4 mo ago
LLM Provider MCPMCP serverMCP
by manishiitg
Unknown

Delegate asynchronous coding jobs between Claude Code, Codex, Cursor Agent, and Pi.

Model Access~83%
no endpoint declared
Working Machines MCP serverMCP serverMCP
by www.workingmachines.dev
Unknown

OAuth-protected Streamable HTTP MCP access to Working Machines Agent Apps and actions.

Identity & AccessAgent Discovery~58%
no endpoint declared
evalview-mcpMCP serverMCP
by hidai25
Unknown

Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.

TestingCI/CD & Deploy~100%Model AccessAgent OrchestrationEvaluation & Benchmarks
pypi:evalview · local packagepublished 3 mo ago
hotatoMCP serverMCP
by attenlabs
Unknown

Open-source, self-hosted conversation QA for voice agents. MIT.

Testing~100%Monitoring & ObservabilitySMS & VoiceEvaluation & BenchmarksCI/CD & Deploy
pypi:hotato · local packagepublished 3 mo ago
Stellar Agent SearchMCP serverMCP
by berkingurcan
Unknown

Discover and rank Stellar 8004 agents with a read-only MCP server and fail-closed contract probes.

Agent Discovery~83%
npm:stellar-agent-search · local package
forgejudgeMCP serverMCP
by ahmedEid1
Unknown

Open eval leaderboard + CI gate for autonomous coding agents (solve, score, trace).

CI/CD & DeployMonitoring & ObservabilityEvaluation & Benchmarks~71%
pypi:forgejudge · local packagepublished 5 mo ago
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Aliases

ai, llm, model