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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
tokentrustMCP serverMCP
by RudrenduPaul
Unknown

Verifies token/cost savings claimed by AI context-reduction proxies via MCP tools.

Evaluation & BenchmarksCode Generation~75%Testing~66%
pypi:tokentrust-cli · local packagepublished 1 mo ago
slop-evalMCP serverMCP
by RudrenduPaul
Unknown

Wraps the slop-eval CLI as a single generic MCP tool for genericness scoring of AI UI output.

Evaluation & Benchmarks~100%3D & DesignCI/CD & DeployCode Review~64%
pypi:slop-eval-cli · local packagepublished 1 mo ago
memtrustMCP serverMCP
by RudrenduPaul
Unknown

Independent, reproducible benchmark harness for agent-memory backends.

Agent MemoryEvaluation & Benchmarks
pypi:memtrust-cli · local packagepublished 1 mo ago
crimson-crab-mcp-templateMCP serverMCP
by singhpratech
Unknown

Ready-to-clone Rust MCP server with chat, token-counting, and model tools for Claude

Prompt Management~75%
no endpoint declared
sonnyflylock/voxie-ai-directory-mcpMCP serverMCP
by sonnyflylock
Unknown

AI phone number directory: query Voxie AI personas and third-party AI services such as ChatGPT and get webchat links.

Filesystem~100%Agent Discovery~100%
no endpoint declared
@neiracore/mcp-serverMCP serverMCP
by neiracore-acsp
Unknown

MCP server for Neiracore ACSP — connect any AI agent to the Agent Commons network

Agent Discovery
npm:@neiracore/mcp-server · local package0/wkpublished 7 mo ago
@masum-nishat/template-outlet-mcpMCP serverMCP
by masum-nishat
Unknown

MCP server for Alpine.js Template Outlet documentation - enables AI assistants to search and retrieve Template Outlet docs

Code DocumentationPrompt Management~100%
npm:@masum-nishat/template-outlet-mcp · local package0/wkpublished 12 mo ago
SaaSCity MCP ServerMCP serverMCP
by saascity.io
Unknown

Audit a site before launch, pick launch directories from 1,600+ with Ahrefs DR and link type, submit a project to SaaSCity, verify a badge, search live listings.

Filesystem~54%Agent Discovery~54%
no endpoint declared
huggingface-mcpMCP serverMCP
by mrfentmen
Unknown

Hugging Face models and datasets. No key required for public data.

Model Access~100%
npm:@mrfentmen/huggingface-mcp · local package
redlineMCP serverMCP
by gowtham0992
Unknown

Run local prompt regression checks from prompt-response logs in AI coding assistants.

Evaluation & BenchmarksTesting~66%
pypi:redline-ai · local packagepublished 4 mo ago
MCP Server Auth TemplateMCP serverMCP
by brunovicco
Unknown

OAuth 2.1/OIDC resource-server reference for secure MCP authorization

Identity & Access~100%Prompt Management~75%
oci:ghcr.io/brunovicco/mcp-server-auth-template:v0.6.2 · local package
numguardMCP serverMCP
by ipezygj
Unknown

Verify a number before an agent asserts it — evals, backtests (Deflated Sharpe), signed receipts.

Evaluation & Benchmarks~100%
pypi:numguard · local packagepublished 2 mo ago
freelancer-payment-protectionMCP serverMCP
by RudrenduPaul
Unknown

Wraps the fpp CLI as a single generic MCP tool for freelancer client payment-risk checks.

Payments~100%DatabasesInvoice Processing~66%Evaluation & Benchmarks~66%
pypi:freelancer-payment-protection-cli · local packagepublished 3 mo ago
Charming MCP serverMCP serverMCP
by charm.ing
Unknown

Create, update, query, share, and host persistent interactive web apps through MCP.

Databases~86%Prompt Management~53%
no endpoint declared
pypresetMCP serverMCP
by KaiErikNiermann
Unknown

Scaffold Python projects from YAML presets, augment existing projects with CI/tests.

Prompt Management~68%
pypi:pypreset · local packagepublished 8 mo ago
PromptheusMCP serverMCP
by abhichandra21
Unknown

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

Prompt Management~75%
pypi:promptheus · local packagepublished 10 mo ago
Immersive Commons MCP serverMCP serverMCP
by www.immersivecommons.com
Unknown

Streamable HTTP MCP server for Floor 10 of Frontier Tower SF, covering member forms (open calls and programs, generic over form_id), events/RSVPs, membership, member directory, highlights, file vault, transcription, 3D prints, agent rooms, agent inbox, headset lending, and Funko Me member figures. …

Speech Recognition~100%Product AnalyticsFilesystem~96%Agent Discovery~96%Presentations~58%
no endpoint declared
pdfmuxMCP serverMCP
by NameetP
Unknown

PDF-to-Markdown extraction that audits its own output and flags any extractor's silent drops.

OCRData Extraction~100%Vector SearchCI/CD & Deploy~68%CRM & Sales~68%
pypi:pdfmux · local packagepublished 3 mo ago
mcp-ts-templateMCP serverMCP
by cyanheads
Unknown

TypeScript template for building MCP servers with declarative tooling, observability, and auth.

Prompt Management~100%
npm:mcp-ts-template · local package
Oblique Markets paid MCPMCP serverMCP
by oblique.markets
Unknown

MCP over HTTP; every tool is an x402-paid endpoint settled per call in USDC on Base or Solana — no accounts, no API keys.

Writing & Editing~100%Payments~100%Markets & Trading~100%People & Company Research~100%Data Extraction~55%
no endpoint declared
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GET /api/v1/search?capability=ai&status=live
Aliases

ai, llm, model