Leaderboard/io.github.mirajmahmudul/agentdevx
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

io.github.mirajmahmudul/agentdevx

API gateway for AI agents: tool discovery, Ed25519 identity, credential injection, audit logging.

97/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance37/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
193.7ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 404 in 176ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 193ms, task completion: 100%
Skills
public-holidays.getPublicHolidays

Get public holidays for a country and year

public-holidays.getAvailableCountries

Get list of available countries

jsonplaceholder.getPosts

Get all posts

jsonplaceholder.getPost

Get a single post by ID

jsonplaceholder.createPost

Create a new post

jsonplaceholder.getUsers

Get all users

exchange-rate.getLatestRates

Get latest exchange rates for a base currency

github-api.getRepo

Get a GitHub repository by owner and name

github-api.listRepoIssues

List issues for a GitHub repository

github-api.searchRepos

Search GitHub repositories

open-weather.getCurrentWeather

Get current weather for a city

open-weather.getForecast

Get 5-day weather forecast for a city

petstore-api.addPet

Add a new pet to the store.

petstore-api.updatePet

Update an existing pet.

petstore-api.findPetsByStatus

Finds Pets by status.

petstore-api.findPetsByTags

Finds Pets by tags.

petstore-api.getPetById

Find pet by ID.

petstore-api.updatePetWithForm

Updates a pet in the store with form data.

petstore-api.deletePet

Deletes a pet.

petstore-api.uploadFile

Uploads an image.

petstore-api.getInventory

Returns pet inventories by status.

petstore-api.placeOrder

Place an order for a pet.

petstore-api.getOrderById

Find purchase order by ID.

petstore-api.deleteOrder

Delete purchase order by identifier.

petstore-api.createUser

Create user.

petstore-api.createUsersWithListInput

Creates list of users with given input array.

petstore-api.loginUser

Logs user into the system.

petstore-api.logoutUser

Logs out current logged in user session.

petstore-api.getUserByName

Get user by user name.

petstore-api.updateUser

Update user resource.

petstore-api.deleteUser

Delete user resource.

echo-server.echo

Returns whatever you send

echo-server.add

Add two numbers

swagger-petstore---openapi-3.0.addPet

Add a new pet to the store.

swagger-petstore---openapi-3.0.updatePet

Update an existing pet.

swagger-petstore---openapi-3.0.findPetsByStatus

Finds Pets by status.

swagger-petstore---openapi-3.0.findPetsByTags

Finds Pets by tags.

swagger-petstore---openapi-3.0.getPetById

Find pet by ID.

swagger-petstore---openapi-3.0.updatePetWithForm

Updates a pet in the store with form data.

swagger-petstore---openapi-3.0.deletePet

Deletes a pet.

swagger-petstore---openapi-3.0.uploadFile

Uploads an image.

swagger-petstore---openapi-3.0.getInventory

Returns pet inventories by status.

swagger-petstore---openapi-3.0.placeOrder

Place an order for a pet.

swagger-petstore---openapi-3.0.getOrderById

Find purchase order by ID.

swagger-petstore---openapi-3.0.deleteOrder

Delete purchase order by identifier.

swagger-petstore---openapi-3.0.createUser

Create user.

swagger-petstore---openapi-3.0.createUsersWithListInput

Creates list of users with given input array.

swagger-petstore---openapi-3.0.loginUser

Logs user into the system.

swagger-petstore---openapi-3.0.logoutUser

Logs out current logged in user session.

swagger-petstore---openapi-3.0.getUserByName

Get user by user name.

Tools
54 tools verified via live probe
verified 2d ago
Server: AgentDevX GatewayVersion: 1.0.0Protocol: 2025-03-26
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success176.4msPass
Jun 30, 2026success117.1msPass
Jun 27, 2026success193.7msPass
Jun 25, 2026success122.2msPass
Jun 24, 2026success148msPass
Jun 17, 2026success223.7msPass
Jun 16, 2026success86.6msPass
Jun 16, 2026success168msPass
Jun 15, 2026success161.6msPass
Jun 12, 2026success109msPass
Source Registries
mcp-registry
First Seen
May 19, 2026
Last Seen
Jul 3, 2026
Last Probed
Jul 3, 2026