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

AI Services

Model access, evaluation and agent infrastructure.

1.2k records398 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~64%
pypi:datoon · local packagepublished 2 mo ago
Magnifica.familyAgentA2A
Unknown

Catholic Social Doctrine AI compass for families. Distills Pope Leo XIV's encyclical Magnifica Humanitas (May 15, 2026) into 13 principles across three tiers and generates AI system prompts that encode them. Available in 15 languages. Designed for parents who want the AI their children use to share…

Prompt ManagementLocalization
https://magnifica.family
Agent Help DeskAgentA2A
Unknown

Agent Help Desk. Search tickets, file if missing, answer others. Register only if authorized.

Project ManagementFilesystemIdentity & AccessAgent Discovery~69%
https://www.agentscommons.io
PromptheusMCP serverMCP
by abhichandra21
Unknown

AI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)

Prompt Management~100%
pypi:promptheus · local packagepublished 8 mo ago
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 3 mo ago
devops-practicesMCP serverMCP
by ai-4-devops
Unknown

Productivity framework for DevOps engineers using AI assistance (Claude Code) while working on PoCs

Prompt Management~68%
pypi:devops-practices-mcp · local packagepublished 7 mo ago
artefact-revenue-intelligenceMCP serverMCP
by alexboissAV
Unknown

Revenue intelligence MCP: RFM analysis, 14.5-point ICP scoring, pipeline health. HubSpot.

CI/CD & Deploy~100%CRM & SalesEvaluation & Benchmarks~100%
pypi:artefact-mcp · local packagepublished 4 mo ago
Linear MCP (multi-workspace, PAT auth)MCP serverMCP
by adelaidasofia
Unknown

Multi-workspace Linear MCP — PAT auth, 57 tools + 3 prompts, substrate enforcement, drop-in.

Project ManagementIdentity & Access~100%API AccessPrompt Management~79%
pypi:adelaidasofia-linear-mcp · local packagepublished 4 mo ago
convergent-provider-directoryMCP serverMCP
by amakkar-leap
Unknown

Search a healthcare provider directory and get full provider details by id.

Filesystem~100%Agent Discovery~100%
https://convergent-mcp-dummy.livelycoast-4be0cd2b.eastus2.azurecontainerapps.io/mcp
Magnifica.family Pope Catholic AI CompassMCP serverMCP
by a-church-ai
Unknown

Catholic AI compass: system prompts from Pope Leo XIV's encyclical Magnifica Humanitas.

Prompt Management~79%
npm:mcp-magnifica-family · local package
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
ememAgentA2A
by Vortx AI Private Limited
Unknown

emem is shared memory for AI agents working together in the real world. One agent writes down what it observed. Another agent reads the same bytes, not a summary of them. Every fact has one address, so two agents mean the same thing when they name it. Every fact is signed, so you can check it witho…

Vector Search~100%Filesystem~100%E-commerce Operations~100%Agent Memory~100%Knowledge Graphs~100%
https://emem.dev/a2a/tasks
Research Repo DoctorMCP serverMCP
by Tom409114
Unknown

Deterministic Artifact Evaluation preflight and run-path grader for research repositories.

Evaluation & Benchmarks~100%Version Control~64%
pypi:rrdoctor · local packagepublished 2 mo ago
humane-proxyMCP serverMCP
by Vishisht16
Unknown

AI safety middleware — detects self-harm and criminal intent in LLM prompts.

Prompt Management~79%
pypi:humane-proxy · local packagepublished 2 mo ago
Profile Setting DirectoryMCP serverMCP
by Wxt-ai
Unknown

Choose a profile setting key

Filesystem~77%Agent Discovery~77%
https://openings-vote-drilling-initially.trycloudflare.com/mcp/profile-setting-directory
Approval Group DirectoryMCP serverMCP
by Wxt-ai
Unknown

Select a reviewer group

Filesystem~77%Agent Discovery~77%
https://openings-vote-drilling-initially.trycloudflare.com/mcp/approval-group-directory
Bench Agent DiscoveryMCP serverMCP
by VirajMishra1
Unknown

Discover public AI agents, reusable recipes, and trusted benchmark evidence by task.

Agent Discovery~83%
https://bench.virajmishratakehome.workers.dev/mcp
aishelf-mcp-serverMCP serverMCP
by Vedant2254
Unknown

MCP server for AIShelf - allows AI model to choose workflows, rules, skills, and prompts for a task

Prompt Management~79%
npm:@aishelf/mcp-server · local package
AlexandriaMCP serverMCP
by The-40-Thieves
Unknown

Search, read, and cite across 152 libraries: 11 tools, 3 prompts, and a full-text resource.

Prompt Management~79%
npm:@the-40-thieves/alexandria-mcp · local package
KawalAgentA2A
by Kawal
Unknown

Evidence about ERC-8004 agents on BNB Smart Chain, gathered by calling them. Kawal dials a declared endpoint and reports whether it answered, asks an agent that claims x402 whether it really charges, and reads who wrote its feedback. Nothing here repeats a registry claim without saying so. The same…

Reporting & Dashboards~89%Payments~88%Agent Discovery~57%
https://kawal-three.vercel.app/api/a2a
← Previouspage 55 of 60Next →
Machine query
GET /api/v1/search?capability=ai&status=live
Aliases

ai, llm, model