MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
26733
Scored
1664
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8301
niklauslee
Frame0 MCP Server Claim
Allows creating and modifying wireframes in Frame0 (a Balsamiq-alternative wire…
C 69 55 60 100 61 81 36
8302
garimiddisuman
Connects Jira projects to AI assistants, enabling natural language queries to v…
C 69 55 78 55 24 80 95
8303
twinzies
gmail-mcp Claim
C 69 54 62 68 N/A 20 95 89
8304
AllenMaxi
ContextGraph Claim 1
Shared memory bus for MCP-compatible agents with permissions, subscriptions, an…
C 69 54 90 0 N/A 79 87 96
8305
m0nochr0me
Arca MCP Claim 1
An MCP server providing semantic memory storage and retrieval using vector embe…
C 69 55 57 68 48 78 94
8306
sawa-zen
Sound Effects MCP Claim 1
Plays sound effects (completion, newtype, and error sounds) in response to vari…
C 69 54 72 60 N/A 28 92 85
8307
brandononchain
Enables automated Gmail lead nurturing campaigns with intelligent follow-ups, r…
C 69 55 80 57 21 81 91
8308
Liam8
Free live and historical cryptocurrency prices Provide real-time cryptocurrenc…
C 69 54 48 70 N/A 25 95 99
8309
DyxBenjamin
MCP Starter Claim
An agent-ready TypeScript template for building Model Context Protocol (MCP) se…
C 69 54 62 67 N/A 55 92 64
8310
VENTURE-AI-LABS
Real-time crypto market data for AI agents — market health scores, derivatives,…
C 69 55 60 52 54 82 98
8311
infil00p
DriveBC MCP Server Claim
Provides real-time access to BC highway conditions, road closures, weather aler…
C 69 55 86 83 45 81 37
8312
karnagge
Enables querying Brazilian electoral data through TSE's official API. Supports …
C 69 55 72 65 23 82 92
8313
wowuz
PDF MCP Server Claim 1
Enables LLMs to read and extract content from PDF files with high-fidelity LaTe…
C 69 54 66 61 N/A 27 90 91
8314
ccq1
awsome kali MCPServers is a set of MCP servers tailored for Kali Linux
C 69 54 72 48 N/A 45 87 91
8315
qso-graph
iota-mcp Claim
Islands on the Air MCP server. Group lookup, island search, DXCC mapping, nearb…
C 69 54 70 42 N/A 38 94 98
8316
openSVM
Provides access to Kalshi prediction market data with 23 tools for querying eve…
C 69 55 86 33 48 81 95
8317
JaxsonWang
Docs Query MCP Claim
Enables semantic search and retrieval over local Markdown/MDX documentation usi…
C 69 54 60 58 N/A 56 92 78
8318
jackalterman
Provides Windows system diagnostic capabilities to AI agents, allowing them to …
C 69 55 84 75 N/A 24 95 50
8319
jcvalerio
MoneyWiz MCP Server Claim 1
A Model Context Protocol server that provides AI assistants like Claude with se…
C 69 54 63 56 N/A 37 95 91
8320
igorbrasileiro
A full-stack template for building Model Context Protocol (MCP) servers with a …
C 69 55 84 57 18 81 91
8321
Deploya-labs
Compose and send emails directly from your LLM applications without the hassle …
C 69 54 62 66 N/A 21 95 92
8322
alondmnt
Joplin MCP Server Claim 1
FastMCP server exposing Joplin notes, notebooks, tags, and imports.
C 69 54 56 46 N/A 83 78 95
8323
zaboura
Vertica MCP Server Claim
Enables AI assistants to interact with Vertica Analytics Databases for querying…
C 69 55 88 36 48 81 87
8324
Aki894
mcp-ClinicalTrial Claim 1
An MCP server that interacts with the ClinicalTrials.gov API v2 to perform drug…
C 69 55 63 63 37 83 92
8325
NandiniLReddy
A Model Context Protocol server that enables AI assistants to manage Gmail thro…
C 69 55 51 68 43 81 99
8326
NitayRabi
FitBit MCP Claim
A Model Context Protocol (MCP) implementation for Fitbit, enabling AI assistant…
C 69 55 60 71 49 81 83
8327
riza-io
mcp-go Claim
Build Model Context Protocol (MCP) servers in Go
C 69 54 62 35 N/A 69 95 91
8328
TomokiIshimine
Enables seamless integration between Claude AI and Dify Workflow through the Mo…
C 69 55 78 68 32 82 73
8329
dev-proxy-tools
mcp Claim 1
MCP server for Dev Proxy that enables AI assistants to interact with Dev Proxy.
C 69 54 47 52 N/A 59 95 100
8330
robertheadley
An MCP server to allow you to debug webpages using LLMs
C 69 54 75 46 N/A 31 95 92
8331
cuongtl1992
mcp-dbs Claim
A Model Context Protocol (MCP) implementation for connecting to and working wit…
C 69 55 66 53 50 81 94
8332
boldcommerce
Magento 2 MCP Server Claim 1
A Model Context Protocol server that connects to a Magento 2 REST API, allowing…
C 69 55 53 68 45 81 99
8333
Raincode-Bahrain
Connects AI assistants like Claude to Google Drive, enabling them to browse, re…
C 69 54 84 38 N/A 19 95 95
8334
nattyraz
YouTube MCP Server Claim
Enables interaction with YouTube videos by extracting metadata, captions in mul…
C 69 55 90 45 19 80 98
8335
shredEngineer
Archive Agent Claim
Archive Agent is an open-source semantic file tracker with OCR + AI search (RAG…
C 69 55 72 32 69 81 98
8336
ghoshsoham71
Generates personalized music playlists based on mood analysis using AI sentimen…
C 69 55 76 45 42 81 98
8337
lieyanqzu
ygocdb-mcp Claim
ygocdb-mcp
C 69 55 80 83 56 81 37
8338
sharkusmanch
Steam MCP Server Claim
Provides tools for interacting with the Steam Web API to access player profiles…
C 69 55 76 40 65 81 86
8339
soukadao
Enables the previewing of GitHub Flavored Markdown (GFM) as an MCP application.…
C 69 55 66 61 32 82 100
8340
dayongd1
Enables secure file uploads to Amazon S3 with progress tracking and presigned U…
C 69 55 66 65 40 81 89
8341
zhixiaoqiang
antd-components-mcp Claim 1
一个 Ant Design 组件查询的 mcp 服务,包含 组件文档、API 文档、代码示例、组件更新日志查询
C 69 55 70 82 57 82 45
8342
j5ik2o
This server enables AI assistants (CLINE, Cursor, Windsurf, Claude Desktop) to …
C 69 54 72 68 N/A 25 95 72
8343
davise070893
A Python-based MCP server that extracts football match data from multiple globa…
C 69 55 80 56 22 82 94
8344
brunobenavent
Vercel MCP Adapter Claim
Enables real-time communication between applications and AI models using the Mo…
C 69 55 60 68 33 81 100
8345
joshuaboys
datetime-mcp Claim 1
A lightweight MCP server that provides date and time tools, including the abili…
C 69 54 54 71 N/A 46 92 77
8346
stevennevins
MCP Server Template Claim 1
A template for creating Model Context Protocol (MCP) servers in TypeScript, off…
C 69 55 78 62 20 81 92
8347
Tom-Semple
MCP Apple Notes Claim 2
A Model Context Protocol server that enables semantic search and RAG over your …
C 69 54 63 58 N/A 21 95 98
8348
156554395
Enables interaction with Tencent Cloud Object Storage (COS) through MCP protoco…
C 69 55 72 53 52 81 85
8349
jacebenson
A Model Context Protocol server that integrates with ServiceNow instances, allo…
C 69 54 51 57 N/A 40 95 100
8350
AM1010101
Enables interaction with S3-compatible storage services like AWS S3 and Cloudfl…
C 69 55 78 52 27 81 100
Showing 8301–8350 of 33537 servers
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