Home / MCP registry index / Topics / AI model

AI model MCP servers, with their tools checked

Every server in the official MCP registry that mentions AI model, with a public endpoint, read the way an MCP client reads it and checked for tool poisoning. The list updates as the registry does, and each server is read again every week.

389 listed. We have read the tools of 84 so far; the others want credentials first, could not be reached, or are still waiting for their first read. Showing the first 200, servers whose tools we could read first.

These servers pass text between models. Anything one model returns becomes input to the next, so treat their output as untrusted.

io.github.DarthSander/agentdata-nl
io.github.DarthSander/agentdata-nl
53 tools, nothing matched
2026-10-22
Cleanor
app.cleanor/cleanor
22 tools, nothing matched
2026-10-22
AI Skill Store
io.github.garasegae/aiskillstore
18 tools, nothing matched
2026-10-21
Diogenes Gemini Suite & Agents MCP
io.github.stand-out-of-my-sun/diogenes-gemini-suite-mcp
15 tools, nothing matched
2026-10-21
TANDIU AI infrastructure data
cn.tandiu/data
14 tools, nothing matched
2026-10-22
Pyfile LLM & Data API
io.github.pyfile-toolkit/pyfile-llm
13 tools, nothing matched
2026-10-21
SwarmSync.AI
io.github.swarmsync-ai/conduit-mcp
12 tools, nothing matched
2026-10-22
Cheapest LLM API
io.github.tehtelabs/cheapestllmapi
12 tools, nothing matched
2026-10-22
Bordet AI
ai.bordet/bordet
11 tools, nothing matched
2026-10-21
Sugra API
ai.sugra/api-mcp
11 tools, nothing matched
2026-10-21
LLM API Pricing and Automation Tools by shurco.ai
ai.shurco/llm-pricing
10 tools, nothing matched
2026-10-21
zRev AI
ai.zrev/zrev
9 tools, nothing matched
2026-10-22
LMX Cloud LLM Inference
io.lmxcloud/mcp-server
9 tools, nothing matched
2026-10-22
Infrabase
ai.infrabase/directory
8 tools, nothing matched
2026-10-22
MakerPortal compute
ai.makerportal/compute
8 tools, nothing matched
2026-10-22
The Aggregate — LLM benchmark aggregate
ai.theaggregate/the-aggregate
8 tools, nothing matched
2026-10-22
Agent Discovery Doctor - llms.txt, agent card, mcp.json
dev.workers.pathwren.www/agent-discovery-doctor
8 tools, nothing matched
2026-10-22
Autotrade — Autonomous Trading Agents
com.bitcoinsllm/autotrade
6 tools, nothing matched
2026-10-22
Paw Pulse
dev.workers.dougalpaw.pawpulse/pawpulse
6 tools, nothing matched
2026-10-22
io.github.DigitalCurrensy/aio-geo
io.github.DigitalCurrensy/aio-geo
6 tools, nothing matched
2026-10-22
Electrik Slate
io.github.neerajsohal/slate
6 tools, nothing matched
2026-10-22
LLM Hosting Pricing
ai.llmhosting/pricing
5 tools, nothing matched
2026-10-22
LLMIntel Model Lifecycle
ai.llmintel/model-lifecycle
5 tools, nothing matched
2026-10-22
Ninar AI
ai.ninar/ninar
5 tools, nothing matched
2026-10-22
ActableSite AI Crawler Monitor
com.actablesite/ai-crawler-robots-monitor
5 tools, nothing matched
2026-10-22
Autoridad Digital — GEO
com.autoridaddigital.www/geo
5 tools, nothing matched
2026-10-22
Markdown Lane Check - llms.txt, .md twins, Accept: text/markdown
dev.workers.pathwren.www/markdown-lane-check
5 tools, nothing matched
2026-10-22
Hugging Face
co.huggingface/hf-mcp-server
4 tools, nothing matched
2026-10-22
GEO SEO Records
com.seorecords/geo-seo-records
4 tools, nothing matched
2026-10-21
llms.txt 檢查工具
dev.workers.panda198271.llms-check/llms-check
4 tools, nothing matched
2026-10-22
JSONShelf
io.github.walkojas-boop/jsonshelf
4 tools, nothing matched
2026-10-22
IP Judge
org.ipjudge/ipjudge
4 tools, nothing matched
2026-10-21
citepath
ai.citepath/citepath
3 tools, nothing matched
2026-10-21
Agent Permissions Index
app.vercel.agent-permissions-index/agent-permissions-index
3 tools, nothing matched
2026-10-22
Polyglot AI Board
app.vercel.polyglot-ai-board/board
3 tools, nothing matched
2026-10-22
agentbuilt
dev.agentbuilt/agentbuilt
3 tools, nothing matched
2026-10-22
io.github.DataLeadsPRO/url-to-markdown
io.github.DataLeadsPRO/url-to-markdown
3 tools, nothing matched
2026-10-22
AI Visibility Index
io.github.pulse-digital-dev/mcp-ai-visibility-index
3 tools, nothing matched
2026-10-21
AI/ML Research Papers
org.memoryapi/ai
3 tools, nothing matched
2026-10-21
LLM Provider Intelligence
org.memoryapi/intel
3 tools, nothing matched
2026-10-21
ai.getvda/authenticated-llm-agent
ai.getvda/authenticated-llm-agent
2 tools, nothing matched
2026-10-21
ai.getvda/authenticated-llm-agent-bcrypt
ai.getvda/authenticated-llm-agent-bcrypt
2 tools, nothing matched
2026-10-21
ai.getvda/authenticated-llm-jwt-agent
ai.getvda/authenticated-llm-jwt-agent
2 tools, nothing matched
2026-10-21
ai.getvda/authenticated-llm-mcp-agent
ai.getvda/authenticated-llm-mcp-agent
2 tools, nothing matched
2026-10-21
ai.getvda/authenticated-llm-traced-agent
ai.getvda/authenticated-llm-traced-agent
2 tools, nothing matched
2026-10-21
ai.getvda/authenticated-mcp-agent-openai
ai.getvda/authenticated-mcp-agent-openai
2 tools, nothing matched
2026-10-21
ai.getvda/authenticated-multi-llm-agent
ai.getvda/authenticated-multi-llm-agent
2 tools, nothing matched
2026-10-21
ai.getvda/encrypted-oauth-llm-agent
ai.getvda/encrypted-oauth-llm-agent
2 tools, nothing matched
2026-10-21
ai.getvda/llm-observability-orchestration
ai.getvda/llm-observability-orchestration
2 tools, nothing matched
2026-10-21
ai.getvda/llm-observability-orchestration-agent-langchain
ai.getvda/llm-observability-orchestration-agent-langchain
2 tools, nothing matched
2026-10-21
ai.getvda/llm-observability-orchestration-agent-langchain-community
ai.getvda/llm-observability-orchestration-agent-langchain-community
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-agent-2
ai.getvda/llm-orchestration-agent-2
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-agent-2-df5979
ai.getvda/llm-orchestration-agent-2-df5979
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-agent-cryptography
ai.getvda/llm-orchestration-agent-cryptography
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-agent-d0a1a1
ai.getvda/llm-orchestration-agent-d0a1a1
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-agent-d2feb0
ai.getvda/llm-orchestration-agent-d2feb0
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-agent-langchain
ai.getvda/llm-orchestration-agent-langchain
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-agent-langchain-anthropic
ai.getvda/llm-orchestration-agent-langchain-anthropic
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-agent-langchain-core
ai.getvda/llm-orchestration-agent-langchain-core
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-agent-langchain-openai
ai.getvda/llm-orchestration-agent-langchain-openai
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-agent-langgraph
ai.getvda/llm-orchestration-agent-langgraph
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-agent-langsmith
ai.getvda/llm-orchestration-agent-langsmith
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-agent-mcp
ai.getvda/llm-orchestration-agent-mcp
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-agent-openai
ai.getvda/llm-orchestration-agent-openai
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-agent-opentelemetry-api
ai.getvda/llm-orchestration-agent-opentelemetry-api
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-agent-opentelemetry-instrumentation-fastapi
ai.getvda/llm-orchestration-agent-opentelemetry-instrumentation-fastapi
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-jwt-agent
ai.getvda/llm-orchestration-jwt-agent
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-mcp-agent
ai.getvda/llm-orchestration-mcp-agent
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-observability-agent
ai.getvda/llm-orchestration-observability-agent
2 tools, nothing matched
2026-10-21
ai.getvda/llm-orchestration-traced-agent
ai.getvda/llm-orchestration-traced-agent
2 tools, nothing matched
2026-10-21
ai.getvda/oauth-langchain-openai-agent
ai.getvda/oauth-langchain-openai-agent
2 tools, nothing matched
2026-10-21
ai.getvda/oauth-multi-llm-orchestrator
ai.getvda/oauth-multi-llm-orchestrator
2 tools, nothing matched
2026-10-21
ai.getvda/structured-output-agent-openai
ai.getvda/structured-output-agent-openai
2 tools, nothing matched
2026-10-21
ai.getvda/traced-llm-mcp-proxy
ai.getvda/traced-llm-mcp-proxy
2 tools, nothing matched
2026-10-21
ai.getvda/traced-llm-proxy
ai.getvda/traced-llm-proxy
2 tools, nothing matched
2026-10-21
ai.getvda/traced-multi-llm-proxy
ai.getvda/traced-multi-llm-proxy
2 tools, nothing matched
2026-10-21
ai.getvda/traced-openai-langchain-agent
ai.getvda/traced-openai-langchain-agent
2 tools, nothing matched
2026-10-21
LLM Audit
app.llmaudit/llmaudit
2 tools, nothing matched
2026-10-22
AgentDiet Deterministic A2A Broken-JSON Repair & Schema Validator
dev.agentdiet/json-repair
2 tools, nothing matched
2026-10-22
AgentDiet Automated /llms.txt & Agent Documentation Context Compiler
dev.agentdiet/llms-generator
2 tools, nothing matched
2026-10-22
AI Down: live AI service status
dev.aidown/status
1 tool, nothing matched
2026-10-22
dev.workers.selbyventurecap.cf-worker/apollo-salesforce-mapper
dev.workers.selbyventurecap.cf-worker/apollo-salesforce-mapper
1 tool, nothing matched
2026-10-22
Html Vers Markdown
io.github.Dawaxwx/html-vers-markdown
1 tool, nothing matched
2026-10-22
RegexForge
io.github.walkojas-boop/regexforge
1 tool, nothing matched
2026-10-22
AIMentionTracker
ai.aimentiontracker/mcp
needs credentials to list tools
2026-10-21
Web Search API for all your agents and LLMs
ai.blopus/search
needs credentials to list tools
2026-10-21
Great Arrow
ai.greatarrow/great-arrow
needs credentials to list tools
2026-10-21
ai.llmse/mcp
ai.llmse/mcp
not reachable
2026-10-22
ai.matih/mcp
ai.matih/mcp
needs credentials to list tools
2026-10-22
ai.noveum/noveum
ai.noveum/noveum
needs credentials to list tools
2026-10-22
ai.nudg3/brand-intelligence
ai.nudg3/brand-intelligence
needs credentials to list tools
2026-10-22
Scout by Optimly
ai.optimly/scout
not reachable
2026-10-22
Orq.ai
ai.orq/orq
needs credentials to list tools
2026-10-22
Pimea
ai.pimea/pimea
not reachable
2026-10-22
Synero AI Council
ai.synero/council
needs credentials to list tools
2026-10-22
Canonical Company Search
ai.trycanonical/company-search
needs credentials to list tools
2026-10-22
ai.waystation/mcp
ai.waystation/mcp
not reachable
2026-10-22
DataSnipe MCP
app.datasnipe/datasnipe-mcp
needs credentials to list tools
2026-10-22
Era Context
app.era/context
needs credentials to list tools
2026-10-22
SentinelX MCP
app.sentinelx/sentinelx
needs credentials to list tools
2026-10-22
ActableSite AI Crawler Monitor
com.actablesite/readiness
not reachable
2026-10-22
Marrow Health: Apple Health for your AI
com.marrowhealthapp/apple-health
needs credentials to list tools
2026-10-22
com.seoapi/openai
com.seoapi/openai
not reachable
2026-10-21
LLM Red-Team Scanner
dev.workers.manhliemcn4euwlu.llmrt-companion/llm-red-team-scanner
not reachable
2026-10-22
Bardo
id.bardo/bardo
not reachable
2026-10-22
io.github.abhinandansethi/lr-labs
io.github.abhinandansethi/lr-labs
needs credentials to list tools
2026-10-22
io.github.Carlos-VLab/routing-services-courier
io.github.Carlos-VLab/routing-services-courier
not reachable
2026-10-22
LLM SEO MCP — Elephant Accountability
io.github.Chris-Eaccountability/elephant-accountability-mcp
not reachable
2026-10-22
io.github.CSOAI-ORG/agent-cost-allocator-mcp
io.github.CSOAI-ORG/agent-cost-allocator-mcp
not reachable
2026-10-22
io.github.CSOAI-ORG/meok-mcp-hardening-mcp
io.github.CSOAI-ORG/meok-mcp-hardening-mcp
not reachable
2026-10-22
io.github.nexus-api-lab/nexus-mcp
io.github.nexus-api-lab/nexus-mcp
not reachable
2026-10-22
tokcalc MCP Server
io.github.stevecrates489-commits/tokcalc
not reachable
2026-10-21
Asvaai
io.github.viren040/asvaai-mcp
needs credentials to list tools
2026-10-22
WhichModel
io.github.Which-Model/whichmodel
not reachable
2026-10-21
StudioMeyer GEO
io.studiomeyer/geo
needs credentials to list tools
2026-10-21
io.tokenease/gateway
io.tokenease/gateway
not reachable
2026-10-22
Yappy documentation
biz.yappy/yappy-docs
not read yet
HeatPulse
cc.heatpulse/heatpulse
not read yet
AI Deals Sentinel: Free AI API Tiers
cc.rockpool.ai-deals/ai-deals-sentinel
not read yet
Agent Relay — Agent Commons
ch.greenwave.wall-x/agent-relay
not read yet
Warm Night Fishing (暖夜垂钓)
cloud.aevia/warmnight-fishing
not read yet
FindAgent
cloud.findagent/marketplace
not read yet
New Hugging Face Spaces — AI App Demo Discovery (hfspaces)
com.a2awire/data-ai-app-demo-huggingface-spaces-discovery
not read yet
Official DeepMind Blog — Gemini & AI Releases (deepmindwatch)
com.a2awire/data-deepmind-news-google-ai-model-release
not read yet
HuggingFace Trending Models (hftrendingwatch)
com.a2awire/data-huggingface-trending-ai-model
not read yet
New LLM Release Tracker — buy per-query in-session (llmwatch)
com.a2awire/data-llm-release-model-availability-tracker
not read yet
HuggingFace New Dataset Release Tracker (hfdatasets)
com.a2awire/data-new-dataset-release-huggingface-tracker
not read yet
HuggingFace New Model Release Tracker (hfmodelwatch)
com.a2awire/data-new-model-release-tracker-huggingface-ai
not read yet
Official OpenAI Announcements & Model Releases — buy per-query in-session (openaiwatch)
com.a2awire/data-openai-announcement-model-release-news
not read yet
AgentRXI
com.agentrxi.mcp/agentrxi
not read yet
com.agentwebmap/agentwebmap
com.agentwebmap/agentwebmap
not read yet
Aigist
com.ai-gist/aigist
not read yet
Token Counter
com.apished/token-counter
not read yet
Artificial Wit AI
com.artificialwit/mcp
not read yet
ARYSPHERE x402 chain reads and token verdicts
com.arysphere/arysphere-x402
not read yet
ASR Memory (에사 AI) — Shared memory for AI tools
com.asrmemory/asr
not read yet
Atlas Web Compiler & Scraper
com.atlas-compiler/atlas
not read yet
Agent Access Check
com.botrecipe/accesscheck
not read yet
Butterfly Delta Preflight
com.butterflydelta/preflight
not read yet
com.cheapestinference/mcp
com.cheapestinference/mcp
not read yet
Citevana AI visibility tools
com.citevana/mcp
not read yet
Citiview Agent Market
com.citiviewgroup.mcp/agent-market
not read yet
CloudQuell
com.cloudquell/cloudquell-mcp-server
not read yet
ComputeSage StackBench
com.computesage/stackbench
not read yet
CreceRank
com.crecerank/crecerank
not read yet
AI Catalog by Crescendo Lab
com.cresclab.catalog/ai-catalog
not read yet
Dataddo Data to AI
com.dataddo/mcp-data
not read yet
Paw Pulse
com.dougalpaw/pawpulse
not read yet
AI API Radar
com.dropwatchhq/ai-api-radar
not read yet
E2LLM
com.e2llm/element-to-llm
not read yet
easiapiai - LLM API prices
com.easiapiai/llm-prices
not read yet
com.edgethirteen.www/apidrift
com.edgethirteen.www/apidrift
not read yet
GEO-bot
com.feelswebman/geo-bot
not read yet
DCL Trust Oracle — AI/LLM Output Audit (x402 MCP)
com.fronesislabs/dcl-trust-oracle
not read yet
GoAI Moat Web Scrape
com.goaimoat/web-scrape
not read yet
com.googleapis.compute/mcp
com.googleapis.compute/mcp
not read yet
Growthr SEO + GEO MCP
com.growthr/seo-geo-mcp
not read yet
Harpd Agent Data
com.harpd/agent-data
not read yet
Holston AI
com.holstonai/holston-ai
not read yet
InsideDCPulse World Model
com.insidedcpulse/world-model
not read yet
OpenAI Ads MCP by InsightfulPipe
com.insightfulpipe/openai-ads
not read yet
com.jojapi/gpt-5
com.jojapi/gpt-5
not read yet
com.jojapi/openai-sora
com.jojapi/openai-sora
not read yet
com.jojapi/swift-ai
com.jojapi/swift-ai
not read yet
com.jumpcloud/jumpcloud-genai
com.jumpcloud/jumpcloud-genai
not read yet
Land the Lab
com.landthelab/interview-prep
not read yet
com.lastminutedealshq/ai-visibility
com.lastminutedealshq/ai-visibility
not read yet
Plumbline — a trust layer for LLM answers
com.lattice-sys.plumbline/mcp
not read yet
Lightning · AI Visibility Data
com.lightningeo/ai-visibility-data
not read yet
LLM Abacus
com.llmabacus/pricing
not read yet
com.llm-bus/llm-bus
com.llm-bus/llm-bus
not read yet
meraGEO AI Visibility
com.merageo/ai-visibility
not read yet
Microsoft Learn MCP
com.microsoft/microsoft-learn-mcp
not read yet
com.modelpricewatch/mcp
com.modelpricewatch/mcp
not read yet
ModelsAgree
com.modelsagree/modelsagree
not read yet
Model Tested
com.modeltested/llm-benchmarks
not read yet
AI Search Kit
com.modernmustardseed/ai-search-kit
not read yet
Mode VC Chart: AI Inference Cost: Output Token Pricing for Flagship LLMs
com.modevc/chart-ai-inference-cost-comparison
not read yet
Mode VC Chart: Anthropic SDK vs. OpenAI SDK: npm Downloads
com.modevc/chart-anthropic-sdk-vs-openai-sdk-npm-downloads
not read yet
Mode VC Chart: Anthropic vs. OpenAI vs. Google: Who Holds the Top 20?
com.modevc/chart-anthropic-vs-openai-vs-google-arena-top-20
not read yet
Mode VC Chart: Arena Rating Gap: Google Leads; Anthropic Trails by 22 Pts
com.modevc/chart-arena-rating-gap-google-anthropic-openai
not read yet
Mode VC Chart: Best AI Models by Category: Google vs. Anthropic Ranks
com.modevc/chart-best-ai-models-by-category
not read yet
Mode VC Chart: Best AI Model vs. Most Popular AI Chatbot
com.modevc/chart-best-ai-model-vs-most-popular-ai-chatbot
not read yet
Mode VC Chart: Best LLM for Coding: The Arena Coding Leaderboard
com.modevc/chart-best-llm-for-coding
not read yet
Mode VC Chart: Which AI Labs Get the Most Chatbot Arena Votes?
com.modevc/chart-chatbot-arena-votes-by-ai-lab
not read yet
Mode VC Chart: ChatGPT vs. Gemini vs. Meta AI: User Numbers Compared
com.modevc/chart-chatgpt-vs-gemini-vs-meta-ai-users
not read yet
Mode VC Chart: Claude vs ChatGPT: Which Ranks Higher on the Leaderboard?
com.modevc/chart-claude-vs-chatgpt-leaderboard
not read yet
Mode VC Chart: Gemini Leaderboard Ranking: Google's Days at #1
com.modevc/chart-gemini-leaderboard-ranking-days-at-number-one
not read yet
Mode VC Chart: LLM API Pricing History: Cost per Million Tokens
com.modevc/chart-llm-api-pricing-history
not read yet
Mode VC Chart: LLM Leaderboard Top 10: #1 Leads #10 by 18 Points
com.modevc/chart-llm-leaderboard-top-10-gap
not read yet
Mode VC Chart: LLM Rankings by Category: The Hidden Specialists
com.modevc/chart-llm-rankings-by-category-specialists
not read yet
Mode VC Chart: MCP Adoption: Model Context Protocol SDK Downloads
com.modevc/chart-mcp-adoption-model-context-protocol-downloads
not read yet
Mode VC Chart: Ollama Downloads: Is Local LLM Adoption Keeping Up?
com.modevc/chart-ollama-downloads-local-llm-adoption
not read yet
Mode VC Chart: OpenAI Leaderboard Ranking: 8th Among Labs on Arena
com.modevc/chart-openai-leaderboard-ranking
not read yet
Mode VC Chart: OpenAI Python Package Downloads: Who Grew Since August
com.modevc/chart-openai-python-package-downloads-pypi-growth
not read yet
Mode VC Chart: Vercel AI SDK Downloads vs. the Lab SDKs
com.modevc/chart-vercel-ai-sdk-downloads-vs-lab-sdks
not read yet
Mode VC LLM Token Economics & Model Release Velocity
com.modevc/llm-economics
not read yet
MoltArch
com.moltarch/moltarch
not read yet
com.mudko/agent-ready-kit
com.mudko/agent-ready-kit
not read yet
Myncellium Paid MCP
com.myncellium.paid/paid-mcp
not read yet

Choosing one

Open a server's page to see the tools it advertises, whether it sets instructions for the model, and our latest read. Here, 84 of the servers shown matched none of our tool-poisoning rules on their last read. A clean read means our rules found nothing, not that a server is harmless; still check what access it asks for. To check one that is not listed, paste its URL into the free MCP server check.

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