MCP Server Quality Scores

Independent quality analysis of 59221 public MCP servers

59221
Discovered
29896
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4151
bbangjooo
MCP Installer Claim
Enables finding, configuring, and installing Model Context Protocol (MCP) serve…
B 75 55 86 100 N/A 25 95 49
4152
visus-mcp
visus-mcp Claim
Security-first web access for Claude. Sanitizes pages, blocks injection, redact…
B 75 44 71 N/A N/A 28 95 96
4153
ryddle
Provides the current date and time in the user's timezone through a simple tool…
B 75 54 86 57 N/A 27 94 99
4154
JLKmach
Enables Claude to interact with ServiceNow instances through comprehensive API …
B 75 55 84 62 49 81 93
4155
shex1627
MCPMake Claim
Enables management and execution of Python scripts with automatic LLM-extracted…
B 75 55 84 100 N/A 21 95 52
4156
Vivek-k3
Models PLUS Claim
Provides comprehensive AI model metadata through MCP, enabling search and filte…
B 75 55 84 60 49 80 95
4157
philipbloch
Summary MCP Claim
Generates AI-powered daily and weekly productivity summaries by analyzing your …
B 75 54 90 58 N/A 29 95 91
4158
iceener
Resend MCP Server Claim
Enables AI agents to manage email newsletters and contacts via Resend, includin…
B 75 55 90 68 29 82 91
4159
zaeyasa
Access 30+ bioinformatics tools from 14 databases.
B 75 55 92 91 N/A 48 90 39
4160
youssef7788
Enables interaction with Azure AI Foundry services through a unified interface …
B 75 55 90 82 55 81 58
4161
pickstar-2002
Enables automated grading of student homework images using Qwen3-VL multimodal …
B 75 55 80 72 47 81 88
4162
boecht
Enables access to BitSight security rating data through company search and rati…
B 75 55 88 37 84 81 91
4163
yop-platform
yop-mcp Claim
yop-mcp 是一个专为易宝支付开放平台(YOP)设计的 MCP (Model Context Protocol) Server,提供了一套完整的工具函数,…
B 75 55 60 82 65 81 87
4164
garc33
Provides a secure, isolated JavaScript execution environment with configurable …
B 75 55 78 100 N/A 34 95 52
4165
KyrieTangSheng
National Park Service API integration providing latest information of park deta…
B 75 55 78 71 49 82 91
4166
XIADENGMA
Enables real-time user intervention for MCP agents through a web UI, allowing u…
B 75 55 72 62 74 82 88
4167
crosstraffic
HCM-LLM MCP Server Claim
A FastAPI-based server that enables AI assistants to perform Highway Capacity M…
B 75 55 80 58 67 80 90
4168
peternagy1332
JSON Editor MCP Claim
Enables efficient JSON file editing with targeted read, write, delete, and deep…
B 75 54 78 53 N/A 50 95 93
4169
laxmimerit
Build MCP servers & clients with Python, Streamlit, ChromaDB, LangChain, LangGr…
B 75 54 78 66 N/A 33 90 96 HT
4170
yangjeep
Provides implementation guidance, code validation, and troubleshooting tools fo…
B 75 55 92 60 29 82 98
4171
truaxki
MCP Variance Log Claim 1
Agentic tool that looks for statistical variations in conversation structure an…
B 75 54 90 57 N/A 39 87 94
4172
sdlbp
swagger-mcp-tool Claim
A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documenta…
B 75 55 88 52 50 81 100
4173
Birdsmith
Enables Claude Desktop to interact with the Gauntlet Incept system for generati…
B 75 55 94 73 17 80 92
4174
mohammadnajeeb
MCP server that interfaces with the NCBI Entrez API to fetch detailed informati…
B 75 55 84 68 37 81 93
4175
clcc2019
Xray MCP Server Claim
Enables generation and validation of Xray-core proxy configurations using natur…
B 75 55 84 71 27 81 97
4176
RadiumGu
GCP MCP Claim
Enables AI assistants to interact with Google Cloud Platform resources through …
B 75 55 78 71 41 81 94
4177
boutquin
Multi-account IMAP/SMTP email server with 22 tools for reading, sending, search…
B 75 54 76 36 N/A 79 90 99
4178
alexwohletz
TypeScript-based MCP server designed to enhance code editing experiences by pro…
B 75 54 78 58 N/A 46 95 93
4179
jakubbuskiewicz
Enables interaction with SQLite databases through natural language, supporting …
B 75 55 84 100 N/A 27 95 51
4180
gyoridavid
short-video-maker Claim
Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the …
B 75 55 76 70 N/A 58 82 84
4181
jchambless
Provides AI-powered tools for MonoGame development, including API documentation…
B 75 54 84 62 N/A 38 92 89
4182
ericsegovia
A basic serverless MCP server example running on Netlify Functions using Expres…
B 75 66 78 75 85 21 81 95
4183
ronantakizawa
a11ymcp Claim 2
Web accessibility testing MCP server that analyzes URLs and HTML for WCAG 2.0/2…
B 75 55 85 100 N/A 52 81 41
4184
dozzman
A server that enables fetching and filtering SonarCloud issues related to pull …
B 75 55 96 100 48 81 34
4185
dyneth02
Enables AI tools to query context from a local JSON data source via stdio, demo…
B 75 55 94 82 N/A 48 95 38
4186
kylestratis
Enables creating and managing Spotify playlists using natural language with adv…
B 75 55 86 71 41 81 86
4187
phuc-nt
mcp-atlassian-server Claim 1
MCP server connecting AI assistants with Jira & Confluence for smart project ma…
B 75 54 79 37 N/A 71 95 96
4188
Leghis
SMART-E2B Claim
Enables secure execution of JavaScript and Python code in cloud-based E2B sandb…
B 75 55 78 68 43 81 99
4189
zym9863
A MCP server that enables Claude and other MCP-compatible assistants to generat…
B 75 55 75 66 48 81 100
4190
rahulpowar
Enables interaction with Prismic through tools for reading documents, managing …
B 75 55 80 71 33 81 98
4191
Ansvar-Systems
botswana-law-mcp Claim 1
Botswana legislation via MCP -- full-text search across statutes and provisions
B 75 54 69 73 N/A 34 95 93
4192
mikeysrecipes
Nostr MCP Server Claim 1
A Model Context Protocol server that enables AI models to interact with the Nos…
B 75 54 69 63 N/A 42 95 100
4193
danielkristofik
An MCP server that enables interaction with Interactive Brokers TWS/Gateway via…
B 75 54 73 62 N/A 43 95 94
4194
kapilduraphe
Webflow MCP Server Claim 1
Enables Claude to interact with Webflow's APIs for managing sites, retrieving i…
B 75 55 78 68 40 82 100
4195
liadgez
CodeBase Optimizer Claim
Provides comprehensive codebase analysis including project structure evaluation…
B 75 54 90 51 N/A 36 90 97
4196
littlebearapps
outlook-assistant Claim
Ask your AI assistant to search your inbox, send emails, schedule meetings, man…
B 75 55 71 83 62 83 73
4197
madhan-g-p
DevDocs-MCP Claim
DevDocs-MCP is a MCP server that provides version-pinned, deterministic documen…
B 75 54 72 66 N/A 44 92 98
4198
tobioffice
SearXNG MCP Server Claim 1
An MCP server that integrates with the SearXNG API to provide comprehensive web…
B 75 55 79 67 48 80 94
4199
GetCacheOverflow
cacheoverflow Claim 2
MCP server for cache.overflow - AI agents sharing knowledge with AI agents
B 75 55 59 72 N/A 74 82 92
4200
up2itnow0822
ReadyTrader-Stocks Claim
Enables AI agents to execute stock trading operations with built-in risk contro…
B 75 55 70 67 63 81 96
Showing 4151–4200 of 59221 servers
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