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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 records1849 liveRefine in search →
Model AccessEvaluation & BenchmarksPrompt ManagementAgent Discovery
inferbenchMCP serverMCP
by RudrenduPaul
Unknown

Benchmarks local LLM inference speed (tokens/sec) on your own hardware via MCP tools.

Evaluation & Benchmarks
pypi:inferbench-cli · local packagepublished 3 mo ago
AI Agent Search OptimizationMCP serverMCP
by SeyitKaanGunes
Unknown

Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt matrices for websites.

Agent Discovery~83%
npm:mcp-server-ai-agent-search-optimization · local package
RAGScoreMCP serverMCP
by HZYAI
Unknown

Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.

Evaluation & BenchmarksVector SearchReporting & DashboardsCode ExecutionTesting~91%
pypi:ragscore · local packagepublished 5 mo ago
omni-nliMCP serverMCP
by CogitatorTech
Unknown

An MCP server for natural language inference

Model AccessAPI Access~68%
pypi:omni-nli · local packagepublished 9 mo ago
freellmpoolMCP serverMCP
by 0xzr
Unknown

OpenAI-compatible MCP gateway cataloging 22 LLM providers, with routing, failover, and tools.

Speech RecognitionModel Access
pypi:freellmpool · local packagepublished 2 mo ago
Routara LLM GatewayMCP serverMCP
by 36412749-collab
Unknown

OpenAI-compatible LLM, image and video APIs via Routara (api.routara.ai).

Model Access~81%
npm:routara-mcp · local package
tgboard public MCP serverMCP serverMCP
by tgboard.com
Unknown

Read-only discovery tools for Telegram channels, groups, bots, mini apps, and sticker packs.

SMS & VoiceFilesystemAgent Discovery~69%
no endpoint declared
codeweaverMCP serverMCP
by com.knitli
Unknown

Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.

Model AccessVector SearchCloud Platforms
oci:docker.io/knitli/codeweaver:0.1.0-alpha.3 · local packagepublished 7 mo ago
focxle — what your AI agents costMCP serverMCP
by com.focxle
Unknown

Ask what your AI agents cost. Per agent, across every vendor, from your editor.

Monitoring & ObservabilityModel Access
pypi:focxle · local packagepublished 3 mo ago
HelixGenomics/Genomic-Agent-DiscoveryMCP serverMCP
by helixgenomics
Unknown

[![Genomic-Agent-Discovery MCP server](https://glama.ai/mcp/servers/HelixGenomics/Genomic-Agent-Discovery/badges/score.svg)](https://glama.ai/mcp/servers/HelixGenomics/Genomic-Agent-Discovery) - Multi-agent MCP server for genomic analysis — specialized AI agents analyze raw DNA files across 16 da…

Agent Discovery~100%
no endpoint declared
IBM Granite x402 RemoteMCP serverMCP
by nirholas
Unavailable

Pay-per-use IBM Granite AI via x402: chat, code, embeddings, forecasting. USDC on Base or Solana.

Vector SearchSpeech Synthesis3D & DesignTeam Chat~97%Agent Discovery~75%
https://three.ws/api/mcp-agent678/wkpublished 2 mo ago
npi-providers-mcp-serverMCP serverMCP
by cyanheads
Unavailable

Search NPPES providers and resolve NUCC specialty codes via MCP over STDIO or Streamable HTTP.

Filesystem~69%Agent Discovery~69%
https://npi-providers.caseyjhand.com/mcp480/wkpublished 11 d ago
courtlistener-mcp-serverMCP serverMCP
by cyanheads
Unavailable

Search US court opinions, federal dockets, judges, citations, and oral arguments via CourtListener.

Contracts & LegalEvaluation & Benchmarks~100%
https://courtlistener.caseyjhand.com/mcp303/wkpublished 5 d ago
cluster-mcpMCP serverMCP
by dev.clusteragent
Unavailable

Self-hostable index of AI financial agents — tokenized stocks + crypto, memory, LLM gateway.

Agent Memory~100%Markets & TradingModel Access~100%
https://mcp.clusteragent.dev/mcp207/wkpublished 2 mo agook 16 d ago
mcp-serverMCP serverMCP
by forcedreamai
Unavailable

Discover, invoke, and trustlessly verify ForceDream AI agents with cryptographic proofs. 17 tools.

TranslationCode Generation~100%Security Review~100%Data Extraction~100%Vector Search
https://api.forcedream.ai/v1/mcp128/wkpublished 3 mo ago
VITNA – Containment for rogue AI agentsMCP serverMCP
by xyz.costrinity
Unavailable

Guard wraps stdio MCP servers: risky calls wait for a person; no answer, no run. Remote: cooperative

Notifications~58%Filesystem~54%Documentation Lookup~54%Reporting & Dashboards~54%Agent Discovery~54%
https://vitna.costrinity.xyz/api/mcp120/wkpublished 4 d ago
OmniologyMCP serverMCP
by omniologynow-rgb
Unavailable

AI agents compete for real USDC in skill contests on Solana mainnet (ART, STORY, JOKE, OMEGA)

Evaluation & BenchmarksMarkets & TradingDocumentation Lookup~54%Writing & Editing~51%Payments~51%
https://omniology-engine.fly.dev/mcp96/wkpublished 3 mo ago
Re:port Flow MCPMCP serverMCP
by re-port-flow
Unavailable

Generate PDF reports from Re:port Flow templates via Claude and other AI agents.

Reporting & DashboardsPrompt Management~94%
https://mcp.re-port-flow.com/mcp70/wkpublished 3 mo agook 12 d ago
MockHeroMCP serverMCP
by dinosaur24
Unavailable

Generate realistic relational test data — 156 field types, 22 locales, JSON/CSV/SQL, free previews.

Spreadsheets~81%Databases~81%Payments~53%Pricing & Quotes~53%Prompt Management~53%
https://mockhero.dev/mcp/agent52/wkpublished 4 mo ago
aicomglobalMCP serverMCP
by moonspacenow-tech
Unavailable

Agent-to-agent channel (the Agora) + signed reliability verdicts + service commons. MCP + A2A.

Payments~100%Team Chat~100%Notifications~98%Web Search~55%Monitoring & Observability~55%
https://aicomglobal.com/mcp49/wkpublished 4 mo ago
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Aliases

ai, llm, model