MCP Server Quality Scores

Independent quality analysis of 48148 public MCP servers

48148
Discovered
29619
Scored
2112
Verified
16952
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9251
thomasfevre
A TypeScript/Node.js server that enables creating, deploying, and bridging Omni…
C 67 55 60 58 41 81 91
9252
arrismo
kaggle-mcp Claim
Connects to Kaggle, ability to download and analyze datasets.
C 67 55 68 41 46 82 98
9253
sj0405-lee
A boilerplate project for quickly developing MCP servers using TypeScript, feat…
C 67 54 54 70 N/A 26 95 81
9254
williammian
Provides weather alerts for US states and geographic forecasts by leveraging th…
C 67 55 66 60 21 81 100
9255
T-Campbell18
Mixpanel MCP Server Claim 1
An MCP server that provides access to the Mixpanel REST API, enabling AI agents…
C 67 55 45 71 53 76 91
9256
dimonets
MCP Weather Server Claim
Provides comprehensive weather information including current conditions, 7-day …
C 67 55 68 100 20 81 46
9257
urmilabhuva
Odoo MCP Server Claim 1
Enables AI assistants to interact with Odoo ERP systems through XML-RPC to mana…
C 67 55 74 48 49 80 82
9258
ebadAhmed10
JMeter MCP Server Claim
Enables the execution and analysis of JMeter performance tests through MCP-comp…
C 67 54 72 51 N/A 24 87 93
9259
renant
A Model Context Protocol server that enables AI tools to interact with TabNews,…
C 67 55 63 100 46 81 32
9260
VladyslavMykhailyshyn
Provides AI models with access to Ukrainian government procurement data from Pr…
C 67 55 66 62 24 81 92
9261
BACH-AI-Tools
jimeng4-mcp Claim 1
An MCP server providing multi-modal generation tools based on Volcengine's Jime…
C 67 55 53 71 56 80 77
9262
csonigo
An MCP server that enables interaction with Datagouv APIs, primarily allowing u…
C 67 55 71 55 31 81 90
9263
KaiQin04
Enables AI assistants to download Instagram content including posts, videos, re…
C 67 54 48 48 N/A 45 95 99
9264
zboralski
Headless IDA Pro binary analysis via MCP. Multi-session concurrency with Go orc…
C 67 54 72 56 N/A 68 90 49
9265
anirudhadasgupta
Enables searching and exploring GitHub repositories with tools for cloning repo…
C 67 55 84 38 25 82 96
9266
Leee62
PickAPIcon MCP Claim
MCP server that allows FE/UI/Designers to retrieve SVG icons via the Iconify AP…
C 67 55 66 100 40 81 37
9267
thunderboltsid
mcp-nutanix Claim
Go-based MCP Server for interfacing with Nutanix Prism Central resources.
C 67 55 68 37 51 80 100
9268
YannickTM
DocuMCP Claim 1
An MCP server that enables Claude to generate, search, and manage documentation…
C 67 55 69 58 26 81 93
9269
bhaveshopss
AWS MCP Server Claim
Provides read-only access to AWS resources including S3 buckets, EC2 instances,…
C 67 55 100 27 30 81 83
9270
BACH-AI-Tools
Enables developers to generate beautiful, modern UI components through natural …
C 67 55 68 60 34 81 83
9271
debugmcp
MCP Debugger Claim
Enables AI agents to perform step-through debugging of Python, JavaScript/Node.…
C 67 55 54 20 94 84 98
9272
feuerdev
keep-mcp Claim
Read, create, update and delete Google Keep notes.
C 67 55 62 41 69 76 95
9273
QAStudio-Dev
QA Studio MCP Server Claim 1
Enables interaction with QA Studio test management platform directly from Claud…
C 67 66 86 71 0 71 78 99
9274
aptro
Integrates Zerodha's trading platform with Claude AI using the Multi-Cloud Plug…
C 67 54 70 41 N/A 43 87 92
9275
MarceauSolutions
amazon-seller-mcp Claim 1
Amazon Seller Central operations via SP-API - manage inventory, track orders, a…
C 67 55 90 41 24 78 92
9276
qiupo
A financial data server that provides real-time and historical data for A-share…
C 67 55 72 58 27 80 86
9277
bighadj22
A deployable MCP server template for Cloudflare Workers that provides Google OA…
C 67 55 60 65 22 81 100
9278
cexll
Executes TypeScript code in a secure sandbox with IPC-bridged access to MCP too…
C 67 54 72 33 N/A 32 95 95
9279
moarshy
Transforms documentation repositories into interactive educational content and …
C 67 55 78 43 25 82 100
9280
hsu-aut
Enables LLMs to interact with the Blocksworld Simulation to perform block manip…
C 67 55 54 55 45 82 97
9281
stucchi
nexi-xpay-mcp-server Claim 1
Enables AI assistants to query orders, transaction details, warnings/anomalies,…
C 67 54 57 45 50 95 90
9282
TAKSH-PAL
Integrates EduChain's educational content generation capabilities with Claude D…
C 67 55 66 51 37 82 92
9283
jmstar85
A comprehensive implementation of Model Context Protocol servers enabling natur…
C 67 55 78 55 22 81 87
9284
mimersql
mimer-mcp Claim 2
Enables Mimer SQL database connectivity for browsing schemas, executing read-on…
C 67 54 69 37 65 70 98
9285
DAWNCR0W
affine-mcp-server Claim
Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE works…
C 67 66 78 68 0 88 81 97
9286
punkpeye
Notion MCP Server Claim
Enables AI agents to interact with Notion workspaces through the Notion API. Su…
C 67 55 92 65 44 81 37
9287
markswendsen-code
MCP Carvana Claim 2
An MCP server that integrates with the Carvana marketplace to enable vehicle se…
C 67 55 75 45 30 83 93
9288
jcamier
A modular server implementation that integrates Auth0 OAuth 2.0 authentication …
C 67 54 72 43 N/A 18 95 97
9289
tengfone
A TypeScript-based MCP server for handling a simple notes system with NextJS th…
C 67 55 78 52 20 81 90
9290
sctg-development
Assists in migrating HeroUI v2 and NextUI projects to HeroUI v3 beta through au…
C 67 54 68 31 N/A 53 92 92
9291
BACH-AI-Tools
Provides access to synonyms and antonyms for words through the API Ninjas Thesa…
C 67 55 56 100 42 81 48
9292
mstanton
Claude Jester MCP Claim
Transforms Claude from a code generator into a programming partner capable of t…
C 67 54 72 38 N/A 36 95 90
9293
smchase
Piazza MCP Server Claim
Enables AI agents to browse, search, and read content from Piazza course forums…
C 67 55 68 40 49 80 98
9294
roadwy
cve-search_mcp Claim
A Model Context Protocol (MCP) server for querying the CVE-Search API. This ser…
C 67 54 64 31 N/A 48 95 98
9295
samusilv
Growth Hacker MCP Claim
Enables creators and marketers to generate viral social media hooks, format tex…
C 67 55 72 83 N/A 24 95 43
9296
rohinigaonkar
Implements a math agent using Model Control Protocol that performs mathematical…
C 67 54 86 31 N/A 16 95 93
9297
Quegenx
Supabase MCP Server Claim 1
A powerful server that provides administrative control over Supabase PostgreSQL…
C 67 55 66 62 21 80 97
9298
OddbeakerLLC
Enables AI tools like Claude to interact with a remote machine's file system an…
C 67 55 94 38 27 67 99
9299
basementstudio
Provides access to classic DOS games like DOOM, Super Mario, Tetris, and Duke N…
C 67 55 54 100 N/A 25 95 48
9300
avahowell
offeryn Claim 1
Build tools for LLMs in Rust using Model Context Protocol
C 67 54 78 32 N/A 47 92 83
Showing 9251–9300 of 48148 servers
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