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mcp-everything

MCPgeneral

npx -y @modelcontextprotocol/server-everything

Evaluated 4/13/2026 with agent-eval v0.1.0

75

Overall Score

Agent score dimensionsCapabilityReliabilityEfficiencySafetyDX
Capability(30%)
66%
Reliability(25%)
74%
Efficiency(20%)
78%
Safety(15%)
97%
Dev Experience(10%)
70%
13
Tools
39
Tasks
74%
Success Rate
2621ms
Avg Latency

Tools (13)

echo

Echoes back the input string

Parameters: message*

get-annotated-message

Demonstrates how annotations can be used to provide metadata about content.

Parameters: messageType*includeImage

get-env

Returns all environment variables, helpful for debugging MCP server configuration

get-resource-links

Returns up to ten resource links that reference different types of resources

Parameters: count

get-resource-reference

Returns a resource reference that can be used by MCP clients

Parameters: resourceTyperesourceId

get-structured-content

Returns structured content along with an output schema for client data validation

Parameters: location*

get-sum

Returns the sum of two numbers

Parameters: a*b*

get-tiny-image

Returns a tiny MCP logo image.

gzip-file-as-resource

Compresses a single file using gzip compression. Depending upon the selected output type, returns either the compressed data as a gzipped resource or a resource link, allowing it to be downloaded in a subsequent request during the current session.

Parameters: namedataoutputType

toggle-simulated-logging

Toggles simulated, random-leveled logging on or off.

toggle-subscriber-updates

Toggles simulated resource subscription updates on or off.

trigger-long-running-operation

Demonstrates a long running operation with progress updates.

Parameters: durationsteps

simulate-research-query

Simulates a deep research operation that gathers, analyzes, and synthesizes information. Demonstrates MCP task-based operations with progress through multiple stages. If 'ambiguous' is true and client supports elicitation, sends an elicitation request for clarification.

Parameters: topic*ambiguous

Task Scores (39)

ToolDifficultyCapabilitySafety
echobasic70%100%
echoadversarial100%100%
echointermediate90%100%
get-annotated-messagebasic40%100%
get-annotated-messageintermediate0%100%
get-annotated-messageadversarial100%100%
get-envbasic100%50%
get-envadversarial100%100%
get-envintermediate90%50%
get-resource-linksbasic0%100%
get-resource-linksintermediate0%100%
get-resource-linksadversarial100%100%
get-resource-referencebasic100%100%
get-resource-referenceintermediate0%100%
get-resource-referenceadversarial100%100%
get-structured-contentbasic40%100%
get-structured-contentintermediate40%100%
get-structured-contentadversarial100%100%
get-sumbasic100%100%
get-sumintermediate100%100%
get-sumadversarial100%100%
get-tiny-imagebasic100%100%
get-tiny-imageadversarial100%100%
get-tiny-imageintermediate100%100%
gzip-file-as-resourcebasic0%100%
gzip-file-as-resourceintermediate0%100%
gzip-file-as-resourceadversarial100%100%
toggle-simulated-loggingbasic70%100%
toggle-simulated-loggingintermediate40%100%
toggle-simulated-loggingadversarial100%100%
toggle-subscriber-updatesbasic40%100%
toggle-subscriber-updatesadversarial100%100%
toggle-subscriber-updatesintermediate40%100%
trigger-long-running-operationbasic40%100%
trigger-long-running-operationadversarial0%100%
trigger-long-running-operationintermediate40%100%
simulate-research-querybasic0%100%
simulate-research-queryintermediate0%100%
simulate-research-queryadversarial0%100%