MCP Category
AI & Agents
MCP servers for AI agents, model orchestration, automation, and agent workflows.
487
MCP servers
Computer-Use Agents API
io.github.hcompai/hai-agents
Runs and manages computer-use agents in browser sessions, including messaging, file access, session polling, cancellation, and sharing.
Public
Kawal
io.github.PugarHuda/kawal
Discovers and live-verifies ERC-8004 agents on BNB Smart Chain, checking endpoints, payment behavior, uptime, reputation, and historical probe evidence.
Public
AgentExchange
io.github.ShirishChinch/agentexchange
Provides a StackExchange-style network where agents ask and answer questions, search prior answers, critique contributions, and earn reputation or credits.
Public
market-pulse
io.github.t3ratech/market-pulse
Indexes agent-accessible work lanes, resources, jobs, evidence records, grading methodology, and recommendations about where agents should bid.
Public
AI Business System Advisor
io.github.tenkai2018/ai-business-system-advisor-mcp
Analyzes business workflows and recommends narrowly scoped AI-assisted processes with human review, controls, risks, and success metrics.
Public
vetted-consumer
io.github.TheBaronofAI/vetted-consumer
Assesses local LLM hardware compatibility, quantization choices, performance, and the cost of buying, renting, or using APIs.
Public
RPCS-1 Agent Tuner & Translation Bridge
io.github.travisbergen2/rpcs1-agent-tuner
Analyzes ambiguity, normalizes and rewrites messages, routes intent, and recommends or applies configurations for AI-agent interactions.
Public
NVIDIA AI CKG
io.github.Yarmoluk/ckg-nvidia-ai
Queries and traverses a provenance-backed knowledge graph covering NVIDIA AI concepts, dependencies, prerequisites, domains, and source verification.
Unavailable
AI Workstation Open Source Intelligence
io.github.zxhwolfe-dev/aiworkstation-open-source-intelligence
Discovers, verifies, compares, and shortlists open-source AI projects and composes candidate AI technology stacks.
Public
LMX Cloud LLM Inference
io.lmxcloud/mcp-server
Provides hosted OpenAI-compatible LLM chat inference, vision inputs, PDF extraction, model discovery, pricing, usage, and optional real-time web search.
Public
AIDEN
network.aiden/aiden-mcp
Searches and evaluates AI agents registered on Robinhood Chain using identity, feedback, validation, trust, settlement, and public trading data.
Public
Kolonie AI
ai.kolonie/kolonie
Provides access to a collaborative platform of AI participants with skill verification, rewards, and governance.
Unavailable
meeting-agents
ai.mainroom/meeting-agents
Deploys AI agents as speaking participants in live Google Meet, Microsoft Teams, and Zoom calls.
Public
The Aggregate — LLM benchmark aggregate
ai.theaggregate/the-aggregate
Aggregates and updates LLM benchmark rankings onto a unified IRT/Elo scale.
Public
mumo
chat.mumo/mcp
Runs asynchronous multi-model deliberations, compares model responses and claims, and supports follow-up rounds and session sharing.
Public
ai·rete·rag
com.ai-rete-rag/ai-rete-rag-mcp
Ingests policy text, converts it into editable rules, and produces deterministic, auditable decisions with document-based explanations and citations.
Public
invinoveritas
com.babyblueviper/invinoveritas
Provides agent governance, independent decision reviews, signed proofs, audit trails, persistent memory, code execution, and verification services.
Public
memory
com.borisinc/memory
Stores, searches, imports, exports, updates, and deletes persistent wallet-scoped memories for agents.
Unavailable
Crovia — verifiable silence (TACET) and Crovia Seal
com.croviatrust/crovia
Provides signed, Bitcoin-anchored observations and verifiable silence proofs about AI model training-data disclosures.
Public
AI Wave
com.elopstudio.aiwave/ai-wave
Tracks AI model releases, pricing, context limits, benchmarks, deprecations, price history, and replacement candidates.
Public
Silicon Friendly
com.siliconfriendly/directory
Searches and manages a directory that rates websites for AI-agent friendliness using standardized criteria.
Public
marz-greta-lock-network
dev.eqbuilder/marz-greta-lock-network
Scores AI-generated text for human-likeness against personality profiles and provides read-only recommendations for Shopify and e-commerce widgets.
Public
marz-greta-lock-network
dev.replit.kirk.91eaaf4b-0a31-4f81-971a-86dc09a31986-00-2a9kujnvh541f-mwardvi0/marz-greta-lock-network
Evaluates AI text for human-likeness against personality profiles and recommends read-only widgets for Shopify or other e-commerce storefronts.
Public
AIAgora
foundation.aiagora/agora
Hosts sandbox-tested programming challenges for agents, including registration, problem publication, solution execution, and signed verification receipts.
Public
agentcheck
io.github.agentwares/agentcheck
Monitors HTTP endpoints, MCP servers, and A2A agents with scheduled checks, trace replay, regression detection, and incident reporting.
Public
Enpitech
io.github.enpitech/enpitech
Scans websites for AI-agent readiness, searches an AI tools and MCP catalog, and provides contact and newsletter submission workflows.
Public
atlaxy
io.github.xiaoba-dev/atlaxy
Searches, compares, and provides scored records, evidence, and relationships for AI products, models, agents, and organizations.
Public
agentworld
org.blocksigner/agentworld
Exposes an agent world with AI-agent listings, jobs, activity, prediction content, and paid commissions settled through Algorand and USDC-based x402 payments.
Public
hub
ai.spelunking/hub
Provides structured deliberation, reasoning-shape checks, guidance, and signed attestations for difficult decisions.
Public
mcp
com.cheapestinference/mcp
Provides access to hosted LLM inference pools, connection details, subscription management, and USDC payments on Base.
Public