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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.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
HOL GuardMCP serverMCP
by hashgraph-online
Unknown

Local-first AI agent security evidence and approval workflows through HOL Guard's stdio MCP server.

Secrets ManagementPrompt Management
pypi:hol-guard · local packagepublished 15 h ago
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 1 mo ago
CompactPromptMCP serverMCP
by gtkcyber
Unknown

Review and compact prompts, docs, and AI-agent skills to save tokens, preserving structure.

Prompt Management~100%
pypi:compactprompt · local packagepublished 3 mo ago
codabench-mcpMCP serverMCP
by harshitAgr
Unknown

MCP server for the Codabench REST API — drives a full ML-benchmark participant workflow.

Evaluation & Benchmarks~100%
pypi:codabench-mcp · local packagepublished 5 mo ago
Poly-Glot AI WorkspaceMCP serverMCP
by hmoses
Unknown

Multilingual MCP tools: prompts, Compare Mode, 38 languages, transcription, translation, BYOM.

Translation~91%Prompt Management~79%
https://br-steep-leaf-ae2o29qz-mcp.compute.c-2.us-east-2.aws.neon.tech/mcp
Bee — The Progressive Intelligence EngineMCP serverMCP
by cuilabs
Unknown

Bee — The Progressive Intelligence Engine: tiered LLM, 4 tools, hosted API, free tier.

Model Access
pypi:bee-sdk · local packagepublished 1 mo ago
rtcfMCP serverMCP
by hengkp
Unknown

Turns rough requests into sharp Role/Task/Context/Format prompts. Thai and English.

Prompt Management~79%
https://rtcf.happlen.com/api/mcp
Send EmailMCP serverMCP
by hal9ai
Unknown

Send emails from natural language prompts.

Email~100%Prompt Management~79%
https://next.hal9.ai/mcp/mcpbuild/send-email
mcp-judgeMCP serverMCP
by giachi85it-ux
Unknown

Scores any MCP server before you trust it: free quick check, full paid report, 2-5 way compare.

Evaluation & Benchmarks~69%
https://mcp-judge.onrender.com/mcp
SpendShieldMCP serverMCP
by felixpg13-glitch
Unknown

Authorization layer between AI agents and money: ALLOW/APPROVAL/DENY, budgets, audit.

Payments~66%Prompt Management~64%
pypi:spendshield · local packagepublished 5 d ago
MCP Safety WardenMCP serverMCP
by gautamvarmadatla
Unknown

MCP proxy adding security scanning, behavioral profiling, risk gating, and safe tool call execution.

Prompt Management~64%
pypi:mcpsafetywarden · local packagepublished 26 d 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
llmtrimMCP serverMCP
by fkiene
Unknown

MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.

Prompt Management~79%
npm:@llmtrim/cli · local package
prompts.chat MCP ServerMCP serverMCP
by f
Unknown

Search and retrieve AI prompts from prompts.chat, the social platform for AI prompts.

Team Chat~100%Prompt Management~100%
npm:@fkadev/prompts.chat-mcp · local package
MockHeroAgentA2A
Unknown

MockHero is a synthetic test data API for developers and AI coding agents. It generates realistic, relational mock data from schemas, prompts, or templates.

Prompt Management~100%
https://mockhero.dev
skylosMCP serverMCP
by duriantaco
Unknown

Dead code, security, secrets detection and code quality for Python, TypeScript, Go.

Code Review~100%Security ReviewVersion Control~100%CI/CD & DeploySecurity Scanning~100%
pypi:skylos · local packagepublished 12 d ago
LDAP Assistant MCPMCP serverMCP
by droideck
Unknown

MCP server for 389 Directory Server health diagnostics, log analysis, and SOS-report investigation

Filesystem~100%Agent Discovery~100%
pypi:ldap-assistant-mcp · local packagepublished 2 mo ago
inferrailMCP serverMCP
by domondi1
Unknown

Read-only MCP tools over Inferrail's local receipt ledger: attributed spend and gateway health.

Monitoring & Observability~75%Model Access~73%
pypi:inferrail · local packagepublished 14 d ago
HyperStoreMCP serverMCP
by deficlow
Unknown

Search and inspect 6,500+ curated AI apps from the HyperStore directory.

FilesystemAgent Discovery~100%
https://mcp.store.hypergpt.ai/mcppublished 3 mo ago
GroundhogMCP serverMCP
by dmytrome
Unknown

Search, read and research the web, with hidden text stripped by default and sources hashed

Browser AutomationWeb ScrapingPrompt Management~64%
pypi:groundhog-mcp · local packagepublished 3 d ago
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Aliases

ai, llm, model