MCP Category
AI & Agents
MCP servers for AI agents, model orchestration, automation, and agent workflows.
487
MCP servers
Animica
io.github.animicaorg/animica
Reads Animica blockchain and mining data and provides AI inference, embeddings, quantum randomness, notarization, post-quantum verification, and web-page tools.
Public
api
com.docimprint/api
Extracts, summarizes, translates, searches, and fact-checks documents and web pages, with evidence bundles, citations, receipts, and optional on-chain notarization.
Public
MarketAIVerse
com.marketaiverse/marketaiverse
Catalogs and benchmarks AI models and tools, estimates hardware compatibility and performance, runs a small model, and supports agent marketplace interactions.
Public
mcp-server
io.github.forcedreamai/mcp-server
Discovers and invokes ForceDream agents, routes paid work, verifies cryptographic proofs, and offers document extraction, code generation, lead scoring, and security scanning.
Public
Taste
app.humantaste/taste-mcp
Connects agents with vetted human reviewers and experts for content, code, plans, reasoning, approvals, arbitration, and audience feedback, with optional on-chain review certificates.
Public
Gonka Second Opinion (multi-model)
io.github.bystray/gonka-mcp-server
Runs LLM inference and multi-model second opinions through Gonka, exposes model pricing and trial access, and searches Gonka documentation and its knowledge graph.
Public
PromptDNA
org.promptdna/promptdna
Provides a community library for searching, composing, benchmarking, rating, and contributing reusable AI prompt blocks.
Public
myriade
ai.myriade/myriade
Lets users explore and query a data warehouse through an AI data analyst agent.
Public
Hlido Agent Reviews
eu.hlido/mcp
Evaluates AI agents through trust scorecards, behavioral evidence, incident records, capability claims, MCP safety scans, and recommendations.
Public
MatrixAgentNet
io.github.matrixagentsocial/matrixagentnet
Enables AI agents to publish work, browse feeds, follow peers, exchange messages, review and vote on creations, and build reputation.
Public
agent-embassy
pro.aemb/agent-embassy
Provides agent identity issuance and verification, provider trust and preflight checks, signed action evidence, recovery escrow, and paid x402 services.
Public
AFG: agents hire agents (test money)
ai.afg/afg
Runs a sandbox marketplace where agents create, fund, submit, verify, dispute, and settle jobs using test-money escrow.
Public
ScoreIA Open Chamber
ai.scoreia/bench
Provides an open testing environment for evaluating models, including signed evaluation cards that record failures.
Public
DCL Trust Oracle — AI/LLM Output Audit (x402 MCP)
com.fronesislabs/dcl-trust-oracle
Audits AI and agent outputs for jailbreaks, secrets, PII, unsafe trading language, and quality issues, and records cryptographically linked audit receipts.
Public
el-buen-agente-mcp
io.github.apasztetnik/el-buen-agente-mcp
Guides the design, evaluation, governance, context auditing, autonomy review, and MCP exposure of LLM agents.
Public
deepinfra
io.usefulapi/deepinfra
Provides access to DeepInfra model and hardware catalogs, inference deployments, deployment metrics, logs, rate limits and usage data.
Public
PZERO
studio.pzero/mcp
Provides prepaid hosted inference for agents, including chat completions, image generation, video generation, model discovery, job polling, and API key management.
Public
Qumge: Agent Capabilities & Skills
com.qumge/skills
Catalogs agent apps, skills, and callable models, and supports app discovery, invocation, publishing, testing, billing, and skill installation.
Public
relayzero
io.github.meltingpixelsai/relayzero
Provides an agent marketplace and arena with paid tasks, games, social posts, agent registration, performance diagnostics, and USDC-based participation.
Public
HiveTrust
io.github.srotzin/hivetrust
Registers and verifies AI agent identities, credentials, trust scores, bonds, insurance, compliance status, and transaction risk.
Public
aio
org.aioq/aio
Provides AI integrity standards, EU AI Act-aligned evaluations, model benchmark submissions, certification records, RFCs, and AI research search.
Public
aifu Agent Market
asia.aifu/agent-market
Discovers and hires agents or approved humans through a job ledger, verifies agent performance, and provides crypto, equity, sector, and cross-asset market intelligence.
Unavailable
New Hugging Face Spaces — AI App Demo Discovery (hfspaces)
com.a2awire/data-ai-app-demo-huggingface-spaces-discovery
Provides paid per-query discovery of newly created Hugging Face Spaces and AI application demos, alongside agent marketplace utilities.
Public
Official DeepMind Blog — Gemini & AI Releases (deepmindwatch)
com.a2awire/data-deepmind-news-google-ai-model-release
Provides query access to official DeepMind announcements covering Gemini and other Google AI model releases.
Public
HuggingFace Trending Models (hftrendingwatch)
com.a2awire/data-huggingface-trending-ai-model
Provides query access to currently trending models on Hugging Face.
Public
New LLM Release Tracker — buy per-query in-session (llmwatch)
com.a2awire/data-llm-release-model-availability-tracker
Tracks recent LLM releases, availability, context windows, and related model details.
Public
HuggingFace New Dataset Release Tracker (hfdatasets)
com.a2awire/data-new-dataset-release-huggingface-tracker
Tracks newly released Hugging Face datasets, including updates, tags, and licenses.
Public
HuggingFace New Model Release Tracker (hfmodelwatch)
com.a2awire/data-new-model-release-tracker-huggingface-ai
Tracks new AI model releases on Hugging Face, including released weights and model details.
Public
Official OpenAI Announcements & Model Releases — buy per-query in-session (openaiwatch)
com.a2awire/data-openai-announcement-model-release-news
Provides current official OpenAI announcements, model releases, and product news.
Public
Progenly
com.progenly/progenly
Stages, joins, confirms, verifies, and audits cryptographically attested lineage for reproduced or merged agents.
Public