MCP servers, called rather than listed

Every remote server in the official MCP registry, sent one real initialize handshake. 16,923 servers across 11,823 hosts.

Search what these servers can do · read the measurement

Last checked 2026-09-06. We send a handshake, we do not authenticate and we do not call a tool.

Gated is not broken. 4,068 of these servers answer with a 401 or 403. They are running and want a credential we do not have. A checker that treats them as dead is wrong about 24.0% of the registry before it starts, so we count them separately and always will.

16,923 matching.

serverresulttoolshost
langchain-langchain-openai-langgr-ae01b8
https://llm-orchestration-agent-langchain.getvda.ai/mcp
answers a handshake 2 llm-orchestration-agent-langchain.getvda.ai
langchain-anthropic-langchain-com-f78c82
https://llm-orchestration-agent-langchain-anthropic.getvda.ai/mcp
answers a handshake 2 llm-orchestration-agent-langchain-anthropic.getvda.ai
langchain-core-mcp-openai-29a249
https://llm-orchestration-agent-langchain-core.getvda.ai/mcp
answers a handshake 2 llm-orchestration-agent-langchain-core.getvda.ai
langchain-langchain-openai-langgr-7f6d74
https://llm-orchestration-agent-langchain-openai.getvda.ai/mcp
answers a handshake 2 llm-orchestration-agent-langchain-openai.getvda.ai
langchain-core-langgraph-mcp-280d80
https://llm-orchestration-agent-langgraph.getvda.ai/mcp
answers a handshake 2 llm-orchestration-agent-langgraph.getvda.ai
langchain-langchain-core-langchai-66fa5c
https://llm-orchestration-agent-langsmith.getvda.ai/mcp
answers a handshake 2 llm-orchestration-agent-langsmith.getvda.ai
cryptography-langchain-openai-mcp-0ac13b
https://llm-orchestration-agent-mcp.getvda.ai/mcp
answers a handshake 2 llm-orchestration-agent-mcp.getvda.ai
langchain-anthropic-langchain-ope-6af681
https://llm-orchestration-agent-openai.getvda.ai/mcp
answers a handshake 2 llm-orchestration-agent-openai.getvda.ai
llm-orchestration-agent-opentelemetry-api
https://llm-orchestration-agent-opentelemetry-api.getvda.ai/mcp
answers a handshake 2 llm-orchestration-agent-opentelemetry-api.getvda.ai
llm-orchestration-agent-opentelemetry-instrume-a529e4
https://llm-orchestration-agent-opentelemetry-instrume-a529e4.getvda.ai/mcp
answers a handshake 2 llm-orchestration-agent-opentelemetry-instrume-a529e4.getvda.ai
llm-orchestration-jwt-agent
https://llm-orchestration-jwt-agent.getvda.ai/mcp
answers a handshake 2 llm-orchestration-jwt-agent.getvda.ai
cryptography-langchain-langchain-dcb5f0
https://llm-orchestration-mcp-agent.getvda.ai/mcp
answers a handshake 2 llm-orchestration-mcp-agent.getvda.ai
langchain-langchain-community-lan-6e24db
https://llm-orchestration-observability-agent.getvda.ai/mcp
answers a handshake 2 llm-orchestration-observability-agent.getvda.ai
cryptography-langchain-core-mcp-22c862
https://llm-orchestration-traced-agent.getvda.ai/mcp
answers a handshake 2 llm-orchestration-traced-agent.getvda.ai
memcached-mongo-redis-4cc448
https://memcached-mongodb-redis-compose-generator.getvda.ai/mcp
answers a handshake 2 memcached-mongodb-redis-compose-generator.getvda.ai
minio-minio-redis-8f2c54
https://redis-minio-stack-generator-minio-minio.getvda.ai/mcp
answers a handshake 2 redis-minio-stack-generator-minio-minio.getvda.ai
minio-mc-minio-minio-postgres-c93202
https://minio-postgres-redis-stack-generator.getvda.ai/mcp
answers a handshake 2 minio-postgres-redis-stack-generator.getvda.ai
instructor-litellm-6af681
https://instructor-litellm-6af681.getvda.ai/mcp
answers a handshake 2 instructor-litellm-6af681.getvda.ai
mysql-redis-c736ae
https://mysql-redis-compose-generator.getvda.ai/mcp
answers a handshake 2 mysql-redis-compose-generator.getvda.ai
adminer-mysql-redis-a79723
https://mysql-redis-compose-generator-adminer.getvda.ai/mcp
answers a handshake 2 mysql-redis-compose-generator-adminer.getvda.ai
mysql-nginx-redis-b24ef9
https://mysql-redis-compose-generator-nginx.getvda.ai/mcp
answers a handshake 2 mysql-redis-compose-generator-nginx.getvda.ai
nats-mysql-redis-stack-generator
https://nats-mysql-redis-stack-generator.getvda.ai/mcp
answers a handshake 2 nats-mysql-redis-stack-generator.getvda.ai
nginx-redis-7f29d8
https://nginx-redis-stack-generator.getvda.ai/mcp
answers a handshake 2 nginx-redis-stack-generator.getvda.ai
google-auth-oauthlib-langchain-mc-f0143f
https://authenticated-llm-agent-google-auth-oauthlib.getvda.ai/mcp
answers a handshake 2 authenticated-llm-agent-google-auth-oauthlib.getvda.ai
cryptography-google-auth-oauthlib-931267
https://cryptography-google-auth-oauthlib-931267.getvda.ai/mcp
answers a handshake 2 cryptography-google-auth-oauthlib-931267.getvda.ai
grafana-grafana-postgres-prom-pro-51839f
https://observable-backend-stack-generator.getvda.ai/mcp
answers a handshake 2 observable-backend-stack-generator.getvda.ai
bcrypt-python-jose-1b8dd0
https://bcrypt-python-jose-1b8dd0.getvda.ai/mcp
answers a handshake 2 bcrypt-python-jose-1b8dd0.getvda.ai
grafana-grafana-grafana-loki-post-452481
https://postgres-grafana-stack-generator.getvda.ai/mcp
answers a handshake 2 postgres-grafana-stack-generator.getvda.ai
confluentinc-cp-kafka-postgres-pr-60ca80
https://postgres-kafka-prometheus-stack-generator.getvda.ai/mcp
answers a handshake 2 postgres-kafka-prometheus-stack-generator.getvda.ai
confluentinc-cp-kafka-confluentin-83a0d7
https://postgres-kafka-stack-generator.getvda.ai/mcp
answers a handshake 2 postgres-kafka-stack-generator.getvda.ai
minio-minio-postgres-ff7470
https://postgres-minio-stack-generator.getvda.ai/mcp
answers a handshake 2 postgres-minio-stack-generator.getvda.ai
confluentinc-cp-zookeeper-postgre-48e7f1
https://postgres-prometheus-stack-generator.getvda.ai/mcp
answers a handshake 2 postgres-prometheus-stack-generator.getvda.ai
postgres-redis-10a16c
https://postgres-redis-compose-generator.getvda.ai/mcp
answers a handshake 2 postgres-redis-compose-generator.getvda.ai
rabbitmq-elasticsearch-mongodb-stack-generator
https://rabbitmq-elasticsearch-mongodb-stack-generator.getvda.ai/mcp
answers a handshake 2 rabbitmq-elasticsearch-mongodb-stack-generator.getvda.ai
rabbitmq-elasticsearch-mysql-stack-generator
https://rabbitmq-elasticsearch-mysql-stack-generator.getvda.ai/mcp
answers a handshake 2 rabbitmq-elasticsearch-mysql-stack-generator.getvda.ai
rabbitmq-elasticsearch-postgres-stack-generato-053bcf
https://rabbitmq-elasticsearch-postgres-stack-generato-053bcf.getvda.ai/mcp
answers a handshake 2 rabbitmq-elasticsearch-postgres-stack-generato-053bcf.getvda.ai
rabbitmq-elasticsearch-postgres-stack-generator-mongo
https://rabbitmq-elasticsearch-postgres-stack-generator-mongo.getvda.ai/mcp
answers a handshake 2 rabbitmq-elasticsearch-postgres-stack-generator-mongo.getvda.ai
rabbitmq-postgres-mongodb-stack-generator
https://rabbitmq-postgres-mongodb-stack-generator.getvda.ai/mcp
answers a handshake 2 rabbitmq-postgres-mongodb-stack-generator.getvda.ai
rabbitmq-redis-e257b7
https://rabbitmq-redis-stack-generator.getvda.ai/mcp
answers a handshake 2 rabbitmq-redis-stack-generator.getvda.ai
minio-minio-postgres-redis-f309ea
https://redis-minio-postgres-stack-generator.getvda.ai/mcp
answers a handshake 2 redis-minio-postgres-stack-generator.getvda.ai
confluentinc-cp-zookeeper-minio-m-545495
https://redis-minio-stack-generator.getvda.ai/mcp
answers a handshake 2 redis-minio-stack-generator.getvda.ai
fastmcp-instructor-72225f
https://structured-output-agent.getvda.ai/mcp
answers a handshake 2 structured-output-agent.getvda.ai
groq-instructor-langchain-communi-c2ddcc
https://structured-output-agent-c2ddcc.getvda.ai/mcp
answers a handshake 2 structured-output-agent-c2ddcc.getvda.ai
structured-output-agent-openai
https://structured-output-agent-openai.getvda.ai/mcp
answers a handshake 2 structured-output-agent-openai.getvda.ai
structured-output-mcp-agent-authlib
https://structured-output-mcp-agent-authlib.getvda.ai/mcp
answers a handshake 2 structured-output-mcp-agent-authlib.getvda.ai
structured-output-mcp-agent-cryptography
https://structured-output-mcp-agent-cryptography.getvda.ai/mcp
answers a handshake 2 structured-output-mcp-agent-cryptography.getvda.ai
structured-output-mcp-agent-instructor
https://structured-output-mcp-agent-instructor.getvda.ai/mcp
answers a handshake 2 structured-output-mcp-agent-instructor.getvda.ai
structured-output-mcp-agent-langchain-core
https://structured-output-mcp-agent-langchain-core.getvda.ai/mcp
answers a handshake 2 structured-output-mcp-agent-langchain-core.getvda.ai
structured-output-mcp-traced-agent
https://structured-output-mcp-traced-agent.getvda.ai/mcp
answers a handshake 2 structured-output-mcp-traced-agent.getvda.ai
anthropic-lm-format-enforcer-mcp-5364ea
https://traced-llm-proxy-anthropic.getvda.ai/mcp
answers a handshake 2 traced-llm-proxy-anthropic.getvda.ai
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