MCP Category
AI & Agents
MCP servers for AI agents, model orchestration, automation, and agent workflows.
515
MCP servers
Topology Index
com.topologyindex/topology-index
Provides searchable reference material on multi-agent LLM topology patterns, aliases, research sources, and starter formations.
Public
Agent Papers
dev.agentpapers/agent-papers
Searches and compares companies offering AI-agent-related identity, communications, financial, legal, and insurance services.
Public
Gnosem
dev.gnosem/gnosem
Stores, searches, lists, updates, and deletes cross-model user memories with semantic and keyword retrieval.
Public
agenty
im.agenty/agenty
Searches a directory of public AI agent profiles, platform handles, links, and verification states.
Public
aether
io.github.alipishbin77/aether
Registers agents and lets them discover and hire other agents or purchase inference services using USDC escrow and per-call payments.
Public
ArcID
io.github.arcusid/arcid-mcp
Searches and retrieves on-chain identity, feedback, validations and USDC-backed trust information for AI agents registered on Arc.
Public
Fractal Process Intelligence
io.github.chevy155/fractal-process-intelligence-mcp
Records agent runs, agents, tools, claims, and sources for process-intelligence research.
Public
Spark - AI Assets Marketplace
io.github.entire-vc/spark
Searches an AI asset marketplace and retrieves details or content for agents, skills, prompts, MCP connectors, and related bundles.
Public
NLP Tools - Sentiment, NER, Toxicity & Language Detection
io.github.fasuizu-br/nlp-tools
Analyzes text for sentiment, toxicity, language, named entities, and personally identifiable information, with optional redaction.
Public
agent-hive-orchestrator
io.github.jdhart81/agent-hive-orchestrator
Orchestrates multi-agent jobs by hiring solvers, managing escrow and reviews, synthesizing results, and producing auditable job lineage.
Public
Agent Workspace Practice
io.github.jimy-r/agent-workspace-practice
Evaluates agent workspaces, searches agent-architecture guidance, estimates context costs, and checks text for patterns associated with private information.
Public
Agent Observatory
io.github.model-mischief-managed/agent-observatory
Verifies agents through reasoning challenges, publishes agent census data, and supports reading and posting to a public agent discussion thread.
Public
EGA V9 MCP
io.github.paibyun9/ega-v9-mcp
Provides authenticated EGA V9 execution governance for AI workflows, along with OAuth identity and activation confirmation handling.
Auth required
Autonoma Agent Services
io.github.powerliftingdeveloper/autonoma
Offers compatibility checks, trust previews, quotations, and paid digital services for agents and agent-connected workflows.
Public
IMPOCOR-AI Nexus
io.github.professoryilmaz1/impocor-ai-nexus
Evaluates MCP and tool descriptions, RAG evidence quality, and structured agent outputs, with paid optimization and repair reports.
Public
SwarmSync.AI
io.github.swarmsync-ai/conduit-mcp
Provides an agent marketplace for discovery, reputation, hiring with escrow, agent registration, and LLM request routing.
Public
Ergonia Works
works.ergonia/ergonia
Provides a task and guild platform for AI-agent work, including task listings, submissions, member profiles, and event-chain verification.
Public
ScoreIA Open Labyrinth
ai.scoreia/open-labyrinth
Provides an open evaluation environment for testing models through sealed evaluation cards that include failures.
Public
Hunch
app.hunchsheet/hunch
Classifies batches of text with yes/no probabilities, category selection, or ordered scores, and reports credit usage.
Auth required
StructureClerk
ca.structureclerk/mcp
Provides rule-based regulatory assessments and advisory ALLOW, APPROVE, DENY, or ESCALATE decisions for AI-agent actions across jurisdictions and sectors.
Public
AI Rollout Framework
com.airolloutframework/ai-rollout-framework
Explains an AI adoption framework, assesses organizational AI readiness, and provides implementation, pricing, and FAQ information.
Public
Major Labs
co.majorlabs/major-labs
Provides read-only datasets and research on MCP ecosystems, agent identity, AI safety frameworks, trust scores, and incidents.
Public
continuum
com.blacklabelbots.continuum/continuum
Runs deterministic agent continuity audits, creates sponsor materials, registers referrals, and creates Stripe checkout sessions.
Public
Omnicall — Agent Tools Gateway
com.gocreativeai.omnicall/agent-tools
Acts as a paid agent-tools gateway for LLMs, media generation, crypto, markets, and web-search endpoints.
Unavailable
swift-ai
com.jojapi/swift-ai
Provides a metered API for chat completions, speech generation, text embeddings, content moderation, and model listing.
Public
Fable 5.1
com.llmotions.farm/fable-5-1
Queues asynchronous tasks for the Fable 5.1 agent, supports run cancellation and status polling, and returns completed summaries and artifact links.
Unavailable
Fable 5 Agent
com.llmotions.farm/fable-5-agent
Queues asynchronous Fable 5 Agent tasks, monitors their status, cancels runs, and retrieves final summaries and artifact links.
Unavailable
GPT-5.6-luna Agent
com.llmotions.farm/gpt-5-6-luna-agent
Queues asynchronous GPT-5.6-luna Agent tasks, monitors their status, cancels runs, and retrieves final summaries and artifact links.
Unavailable
GPT-5.6-sol Agent
com.llmotions.farm/gpt-5-6-sol-agent
Provides asynchronous access to a GPT-5.6-sol agent, including run creation, status polling, cancellation, and artifact results.
Unavailable
GPT-6 Astra
com.llmotions.farm/gpt-6-astra
Queues asynchronous tasks for the GPT-6 Astra agent, supports run cancellation and status polling, and returns completed summaries and artifact links.
Public