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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 records1839 liveRefine in search →
Model AccessEvaluation & BenchmarksPrompt ManagementAgent Discovery
webify-mcpMCP serverMCP
Unknown

Adaptive web research for AI coding agents — 91% of Deep Research quality at 5% cost

Evaluation & Benchmarks~100%Knowledge GraphsDeep Web ResearchWeb Search~89%
pypi:webify-mcp · local packagepublished 4 mo ago
voxtral-mcpMCP serverMCP
by Vincent Caudron
Unknown

MCP server wrapping Mistral Voxtral 4B TTS (via mlx-audio) for Claude Code on Apple Silicon — in-process, streaming, gap-free playback

Speech SynthesisModel Access~91%
pypi:voxtral-mcp · local packagepublished 1 mo ago
Vox MCPMCP serverMCP
by linxule
Unknown

Multi-model AI gateway — 10 providers including Cloudflare and Vercel, with conversation memory.

Model Access
pypi:vox-mcp · local packagepublished 1 mo ago
veriswarm-mcpMCP serverMCP
by veriswarm
Unknown

VeriSwarm MCP Server — Trust infrastructure for AI agents via Model Context Protocol

Evaluation & Benchmarks
pypi:veriswarm-mcp · local packagepublished 2 d ago
veprompts-mcpMCP serverMCP
Unknown

Deterministic Model Context Protocol (MCP) server directory discovery CLI and offline catalog with 800 curated servers.

FilesystemAgent Discovery~100%Databases~83%Version Control~83%Packages & Dependencies~83%
pypi:veprompts-mcp · local packagepublished 4 d ago
UK Break Clause AnalyzerMCP serverMCP
by Ankur-stockheads
Unknown

Assess UK lease tenant break clauses with grounded citations and a measured hallucination rate.

Contracts & Legal~100%Evaluation & Benchmarks~71%
pypi:uk-break-clause-analyzer-mcp · local packagepublished 4 mo ago
tzero-mcpMCP serverMCP
Unknown

Enterprise Codebase Context Builder, AST Signatures Analyzer, & Token Reducer for LLMs

Vector SearchModel Access~91%Prompt Management~75%
pypi:tzero-mcp · local packagepublished 2 d ago
trustscore-mcpMCP serverMCP
by bensargotest-sys
Unknown

Trust and reputation scores for AI agent service selection

Version Control~100%Evaluation & BenchmarksDatabases~79%Monitoring & Observability~76%CI/CD & Deploy~69%
pypi:trustscore-mcp · local packagepublished 9 mo ago
touchstone-mcpMCP serverMCP
Unknown

A cheap, deterministic first-pass filter for unsupported claims in LLM output, computed without a second model call. Not a standalone hallucination detector. MCP server plus the reference implementation of Touchstone Standard 1.0.

Evaluation & Benchmarks~100%Documentation Lookup~79%
pypi:touchstone-mcp · local packagepublished 4 mo ago
token-save-mcpMCP serverMCP
Unknown

MCP server that keeps large files out of your coding agent's context by delegating reads to a cheap worker model. Enforced by a hook, measured per call.

Model AccessPackages & Dependencies~77%
pypi:token-save-mcp · local packagepublished 2 mo ago
tiktok-mcpMCP serverMCP
Unknown

TikTok MCP server: Display, Marketing, Business Organic, Content Posting APIs for Claude Desktop

Social Media~100%Marketing~100%Prompt Management~87%Secrets Management~86%Version Control~83%
pypi:tiktok-mcp · local packagepublished 5 mo ago
tigo-mcp-serverMCP serverMCP
Unknown

Model Context Protocol server for Tigo Energy solar system monitoring and analytics

Monitoring & ObservabilityEvaluation & Benchmarks~84%
pypi:tigo-mcp-server · local packagepublished 16 mo ago
threexb-mcpMCP serverMCP
Unknown

MCP server for 3XB Web Entity Intelligence — score any person or org from live web data

Knowledge GraphsEvaluation & Benchmarks~100%
pypi:threexb-mcp · local packagepublished 6 mo ago
tf-tools-mcpMCP serverMCP
by huruize
Unknown

Image generation and understanding tools using OpenRouter and Zhipu AI

Image GenerationModel AccessImage UnderstandingVersion Control~75%
pypi:tf-tools-mcp · local packagepublished 3 mo ago
TCG MCPMCP serverMCP
by seanlok
Unknown

Pokemon TCG MCP server: PSA grading, collection management, and multi-provider pricing.

Evaluation & BenchmarksMarkets & Trading~66%
pypi:tcg-mcp · local packagepublished 6 mo ago
synthetic-data-mcpMCP serverMCP
Unknown

Domain-specific synthetic data generation MCP server for healthcare and finance compliance

Model Access~89%
pypi:synthetic-data-mcp · local packagepublished 14 mo ago
synergy-age-mcpMCP serverMCP
by SynergyAge MCP Contributors
Unknown

An MCP server for the SynergyAge database - a comprehensive resource for aging and longevity research

Model Access~91%Databases~79%
pypi:synergy-age-mcp · local packagepublished 17 mo ago
schemagateMCP serverMCP
by ashishsinha1602
Unknown

Identity-scoped schema selection for text-to-SQL. Returns only the tables the caller may read.

DatabasesVector SearchPrompt Management~75%E-commerce Operations~66%
pypi:schemagate · local packagepublished 3 d ago
switchboard-mcpMCP serverMCP
by Switchboard Contributors
Unknown

Intelligent multi-provider agent routing MCP server — transparently switch between AI providers and models

Model Access
pypi:switchboard-mcp · local packagepublished 7 mo ago
subject-researcher-mcpMCP serverMCP
Unknown

Enhanced Subject Researcher MCP - Iterative target-driven research with multi-vertical search, quality metrics, and sophisticated claim mining

Web SearchCI/CD & Deploy~100%Evaluation & Benchmarks~100%
pypi:subject-researcher-mcp · local packagepublished 15 mo ago
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Aliases

ai, llm, model