MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3251
jrenaldi79
sidecar ⚡ Claim
A parallel AI window for Claude Code. Fork conversations to Gemini, GPT, DeepSe…
B 76 5⁄4 ◉ ⏳ 96 28 N/A 75 90 94
3252
n3s-online
Enables AI assistants to search YouTube videos using the official YouTube Data …
B 76 5⁄5 ◉ ⏳ 84 62 — 47 80 100
3253
captjt
godoc-mcp ⚡ Claim
Provides real-time access to Go package documentation, function signatures, and…
B 76 5⁄5 ◉ ⏳ 86 61 — 44 81 100
3254
trainmyagent
MachineHearts ⚡ Claim 1
MCP server that gives AI agents the ability to discover, match with, and build …
B 76 5⁄4 ◉ ⏳ 78 75 — 47 83 90
3255
ceorkm
reactbits-mcp-server ⚡ Claim 1
MCP server providing access to 135+ animated React components from ReactBits.de…
B 76 5⁄5 ◉ ⏳ 79 57 N/A 73 82 93
3256
0GiS0
A TypeScript-based MCP server that implements a simple note-taking system using…
B 76 5⁄4 ◉ ⏳ 84 65 N/A 22 95 100
3257
NvkAnirudh
A Model Context Protocol (MCP) server that automates generating LinkedIn post d…
B 76 5⁄5 ◉ ⏳ 72 73 — 56 78 99
3258
Logos-Parthenos-AI
MCP-LinkedIn ⚡ Claim
Dynamic tools to automate tasks on LinkedIn website.
B 76 5⁄5 ◉ ⏳ 88 63 — 45 81 96
3259
shinpr
mcp-image ⚡ Claim
MCP server for AI image generation and editing with automatic prompt optimizati…
B 76 5⁄5 ◉ ⏳ 96 75 N/A 75 83 41
3260
AccelByte
AGS API Claim
Stateless MCP server for AccelByte Gaming Services APIs with OpenAPI integration
B 76 5⁄5 ◉ ⏳ 96 42 — 67 76 96
3261
LetsFG
LetsFG ⚡ Claim
Agent-native travel search. 5 second flights & hotels $50 cheaper. Free forever…
B 76 5⁄5 ◉ ⏳ 100 41 — 66 80 92
3262
georgeck
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
B 76 5⁄5 ◉ ⏳ 86 100 — 49 83 48
3263
deepset-ai
hayhooks ⚡ Claim
Easily deploy Haystack pipelines as REST APIs and MCP Tools.
B 76 5⁄5 ◉ ⏳ 90 38 N/A 82 82 93
3264
txbm
mcp-local-dev ⚡ Claim 1
Create sandboxed local development environments directly from Github and execut…
B 76 5⁄4 ◉ ⏳ 90 58 N/A 25 92 100
3265
YanceyOfficial
Connects Obsidian vaults stored in iCloud Drive to AI models via the Model Cont…
B 76 5⁄4 ◉ ⏳ 82 58 N/A 38 95 100
3266
umishra1504
Jenkins MCP Server ⚡ Claim
Enables comprehensive Jenkins automation through MCP interface, allowing users …
B 76 5⁄5 ◉ ⏳ 78 68 — 59 81 91
3267
jlromano
Bitbucket MCP Server ⚡ Claim 1
Enables LLMs to interact with Bitbucket repositories to manage pull requests, b…
B 76 5⁄5 ◉ ⏳ 94 52 — 47 81 100
3268
Blazemeter
Enables AI agents to manage performance testing workflows on BlazeMeter's cloud…
B 76 5⁄4 ◉ ⏳ 90 40 — 72 95 81
3269
Fannon
Generate, randomize, explain, and manage u-he synthesizer presets via the Model…
B 76 5⁄4 ◉ ⏳ 70 61 N/A 57 95 96
3270
aira-security
mcp-armor ⚡ Claim
MCP Armor continuously secures and monitors Model Context Protocol operations t…
B 76 4⁄4 ◉ ⏳ 65 N/A N/A 47 95 94
3271
echelon-ai-labs
An implementation that enables Claude to connect to ServiceNow instances, retri…
B 76 5⁄5 ◉ ⏳ 92 61 — 56 77 88
3272
tvh
Saffron MCP Server ⚡ Claim
Enables AI assistants to interact with Saffron recipe management functionality,…
B 76 5⁄5 ◉ ⏳ 82 70 — 47 81 92
3273
tommertron
Enables interaction with Anybox bookmark manager on macOS, allowing users to se…
B 76 5⁄4 ◉ ⏳ 90 67 N/A 19 90 96
3274
dceluis
tasker-mcp Claim 2
An MCP server for Android's Tasker automation app.
B 76 5⁄4 ◉ ⏳ 75 65 N/A 38 95 100
3275
cyrilnoah1
ABP.IO MCP Server ⚡ Claim 1
Enables AI models to interact with ABP.IO applications through over 48 tools fo…
B 76 5⁄5 ◉ ⏳ 84 71 — 46 81 92
3276
Dataring-engineering
mcp-server-trino ⚡ Claim 1
Trino MCP Server to query and access data from Trino Clusters.
B 76 5⁄5 ◉ ⏳ 86 67 — 39 80 100
3277
0xrdan
MCP RAG Server ⚡ Claim
Enables AI assistants to search and retrieve information from your knowledge ba…
B 76 5⁄5 ◉ ⏳ 90 56 — 57 81 92
3278
Docat0209
openapi ⚡ Claim
Turn any OpenAPI/Swagger spec into MCP tools. Zero config, zero code.
B 76 5⁄4 ◉ ⏳ 71 62 N/A 51 95 99
3279
xzq-xu
jvm-mcp-server ⚡ Claim
An implementation project of a JVM-based MCP (Model Context Protocol) server.
B 76 5⁄4 ◉ ⏳ 90 51 N/A 56 87 90
3280
mikechao
artic-mcp ⚡ Claim
A server that provides access to the Art Institute of Chicago Collection throug…
B 76 5⁄5 ◉ ⏳ 82 60 — 61 81 94
3281
itsiiromiuy
Enables AI assistants to save and manage question-and-answer pairs within a str…
B 76 5⁄5 ◉ ⏳ 72 72 — 68 76 91
3282
mjbeatty89
mcp_code_executor ⚡ Claim 1
B 76 5⁄4 ◉ ⏳ 90 56 N/A 42 88 93
3283
iExecBlockchainComputing
iExec MCP Server ⚡ Claim 1
An MCP server that enables AI agents to interact with the iExec protocol for co…
B 76 5⁄4 ◉ ⏳ 75 68 N/A 55 87 92
3284
MCPCat
webmcp-react ⚡ Claim
React hooks for exposing your app's functionality as WebMCP tools - transport-a…
B 76 5⁄4 ◉ ⏳ 67 61 N/A 59 95 100
3285
nicofains1
AgentWatch ⚡ Claim
Multi-agent observability: cascade failure detection, heartbeats, and forensic …
B 76 5⁄4 ◉ ⏳ 66 72 N/A 52 92 97
3286
openpharma-org
Provides comprehensive pharmaceutical intelligence by integrating real-time ope…
B 76 5⁄5 ◉ ⏳ 96 53 — 55 80 90
3287 B 76 5⁄4 ◉ ⏳ 66 58 N/A 66 95 99
3288
mimen
Provides read-only access to local Beeper message history on macOS, enabling us…
B 76 5⁄4 ◉ ⏳ 94 58 N/A 16 95 100
3289
AgentX-ai
Mailchimp MCP Server ⚡ Claim 1
A Model Context Protocol server that provides read-only access to Mailchimp's M…
B 76 5⁄4 ◉ ⏳ 75 65 N/A 41 95 98
3290
Evilander
audrey ⚡ Claim
Local-first biological memory for coding agents: recall, consolidation, and pre…
B 76 4⁄4 ◉ ⏳ 62 N/A N/A 61 95 87
3291
muah1987
AGI-MCP ⚡ Claim
An advanced MCP server implementing a cognitive architecture through the GOTCHA…
B 76 5⁄5 ◉ ⏳ 78 56 — 73 78 97
3292
vedantparmar12
A comprehensive Model Context Protocol server that enables AI assistants to int…
B 76 5⁄5 ◉ ⏳ 84 71 — 39 81 94
3293
IAMSamuelRodda
Todoist MCP Server ⚡ Claim
Enables AI assistants to manage Todoist tasks, projects, and labels through nat…
B 76 5⁄5 ◉ ⏳ 82 75 — 27 82 100
3294
nnnkkk7
Bucketeer MCP Server ⚡ Claim 1
A Model Context Protocol server for managing Bucketeer feature flags, providing…
B 76 5⁄4 ◉ ⏳ 69 77 N/A 41 95 91
3295
LucasHild
BigQuery database integration with schema inspection and query capabilities
B 76 5⁄5 ◉ ⏳ 75 68 — 57 81 99
3296
takiguchi-yu
Enables AI assistants to control Google Workspace services (Slides, Sheets, Dri…
B 76 5⁄4 ◉ ⏳ 65 71 — 51 92 100
3297
manusa
Model Context Protocol (MCP) server for container runtimes (Podman and Docker)
B 76 5⁄4 ◉ ⏳ 84 25 N/A 81 95 100
3298
MarcusJellinghaus
mcp-workspace ⚡ Claim
Enables AI assistants to perform file system operations within a specified proj…
B 76 5⁄4 ◉ ⏳ 84 36 N/A 71 92 100
3299
neiltron
An MCP server that allows users to query and analyze their Apple Health data us…
B 76 5⁄4 ◉ ⏳ 79 60 N/A 48 95 92
3300
dkmaker
A TypeScript-based MCP server that enables interaction with Azure Table Storage…
B 76 5⁄5 ◉ ⏳ 90 100 — 49 81 46
Showing 3251–3300 of 69007 servers
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