MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12151
Red5d
Memos MCP Server Claim
Enables AI assistants to interact with Memos instances for knowledge management…
C 62 55 62 36 39 81 89
12152
Richard-Zhangxj
Enables interaction with SAP systems through RESTful APIs via MCP protocol. Sup…
C 62 55 78 43 16 81 81
12153
errajibadr
TwilioManager MCP Claim
A server that connects Claude AI to Twilio through the Model Context Protocol, …
C 62 55 66 41 25 76 93
12154
cemremengu
Weather MCP Server Claim
Provides weather information tools based on the National Weather Service APIs t…
C 62 55 68 30 27 82 100
12155
wgh1992
A serverless deployment for running Model Context Protocol (MCP) servers on Clo…
C 62 55 48 68 21 81 83
12156
hkonda015
MCP Data Server Claim
Indexes local files (PDF, TXT, CSV, Markdown) with embeddings for semantic sear…
C 62 54 54 37 N/A 18 95 98
12157
brave
brave Claim
Visit https://brave.com/search/api/ for a free API key. Search the web, local b…
C 62 66 78 70 0 78 69 87
12158
CharlieFng
A simplified MCP server that provides a streamlined way to interact with AWS Cl…
C 62 55 54 47 23 81 98
12159
johnohhh1
Integrates the Exploit-DB database with AI assistants to enable searching for e…
C 62 54 60 38 N/A 22 90 95
12160
kaiyuanzhuadmin
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 62 55 48 68 21 81 83
12161
nipunbatra
VayuChat MCP Claim
A FastMCP server for natural language data analysis that allows users to load C…
C 62 54 72 31 N/A 30 82 90
12162
Agencia-Tecnologica-Multiverse-Limitada
UX Laws MCP Claim 1
An MCP server for auditing and analyzing user interfaces across 20 platforms ba…
C 62 55 57 83 42 81 37
12163
nexus-aissam
MCP Start App Claim 1
A comprehensive local file management and system operations server that provide…
C 62 54 66 36 N/A 20 90 91
12164
zebbern
Zebbern Kali MCP Claim 2
A Docker-based MCP server that grants AI agents direct access to a comprehensiv…
C 62 54 67 40 N/A 30 76 89
12165
mobilehackinglab
A server that exposes the Jadx decompiler API over HTTP, enabling Claude to int…
C 62 55 60 30 46 80 94
12166
freibergergarcia
Provides instant access to WordPress.org documentation, WordPress VIP guides, a…
C 62 66 96 52 0 43 81 95
12167
anandkumarpatel
A serverless Model Context Protocol implementation on Cloudflare Workers that e…
C 62 55 48 65 22 81 86
12168
kkamalvanshi
Enables analysis of prospective tenant inquiries and market rent comparisons th…
C 62 54 60 31 N/A 27 95 95
12169
riza-io
riza-mcp Claim 2
An MCP server that wraps the Riza Code Interpreter API and presents endpoints a…
C 62 55 53 62 13 81 93
12170
bestK
A remote MCP server implementation for Cloudflare that uses server-sent events …
C 62 55 54 63 28 81 77
12171
GitramaLLC
Gitrama MCP Server Claim
Provides 15 MCP tools for AI-powered Git intelligence, enabling commit messages…
C 62 55 72 10 55 81 97
12172
lobstercare
A server that allows AI models to control and interact with aircraft in the Geo…
C 62 54 60 26 N/A 28 95 97
12173
clicks-protocol
mcp-server Claim
Autonomous USDC yield for AI agents on Base. 9 tools: register agents, split pa…
C 62 55 96 0 54 61 100
12174
Muzain187
TG_MCP Claim
A lightweight Python interface that exposes TigerGraph database operations as s…
C 62 55 72 22 40 76 97
12175
kdkyum
jlab-mcp Claim 1
An MCP server that enables LLMs to execute Python code on GPU-accelerated compu…
C 62 55 63 38 30 80 96
12176
ivanmartinezmorales
RabbitMQ MCP Server Claim 2
A Model Context Protocol server built with mcp-framework that allows users to i…
C 62 55 39 100 N/A 22 95 40
12177
wgh1992
A serverless MCP implementation on Cloudflare Workers that allows deploying cus…
C 62 55 48 66 26 84 81
12178
BACH-AI-Tools
An MCP server that provides access to the LinkedIn Bulk Data Scraper API and va…
C 62 55 41 100 45 80 36
12179
tkellogg
Postal MCP Server Claim
A SQLite-backed message queue system that enables multiple AI agents to communi…
C 62 55 54 40 41 81 97
12180
KemalEmirhan
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
C 62 55 48 66 26 84 82
12181
caiovicentino
A bridge between AI assistants and cryptocurrency payment services that enables…
C 61 55 78 22 25 81 93
12182
CultriX-Github
A Cloudflare Workers-based MCP server that enables tool integration with Claude…
C 61 55 56 51 29 83 79
12183
warpmetrics
Connects AI assistants to Warpmetrics telemetry data to monitor AI agent perfor…
C 61 64 84 43 0 53 95 94
12184
s2d01
Enables Claude AI to generate professional, production-ready MIDI files (chord …
C 61 64 88 47 0 37 94 100
12185
Pevansh
Tracks learning progress and generates personalized daily learning insights usi…
C 61 55 76 25 26 81 90
12186
freesolo-co
Clado MCP Server Claim
Enables LinkedIn data operations including user search, profile enrichment, con…
C 61 55 54 65 43 81 58
12187
jmeserve
sprout-mcp Claim 1
An MCP server that integrates the Sprout Social Public API with Claude and othe…
C 61 55 53 41 30 80 98
12188
AaronGoldsmith
MCP Remote Control Claim 1
An MCP server that enables AI assistants to control TVs on a local network thro…
C 61 54 45 31 N/A 37 95 98
12189
onurpolat05
n8n-asistans Claim
Used to create an assistant integrated with n8n that can search n8n documentati…
C 61 55 54 31 44 81 96
12190
jekakos
Enrich user data by adding social network links based on provided personal info…
C 61 66 96 51 0 29 81 100
12191
Ansvar-Systems
dominican-law-mcp Claim
Dominican Republic legislation via MCP -- full-text search across statutes and …
C 61 66 86 56 0 51 82 91
12192
swoiow
Database MCP Claim
Enables interaction with MySQL and PostgreSQL databases through separate plugga…
C 61 55 54 55 16 81 91
12193
joeguo911
MCP Demo Server Claim
A demonstration server based on Model Context Protocol (MCP) that showcases how…
C 61 55 72 75 23 81 37
12194
cutalion
Yonote MCP Server Claim
Provides API tools to interact with Yonote documents and collections, serving a…
C 61 55 68 35 22 81 90
12195
sargioboys51
A deployable Model Context Protocol server that runs on Cloudflare Workers with…
C 61 55 48 68 21 81 82
12196
rocket-connect
mcpconnect Claim
Inspect and debug Model Context Protocol servers directly in your browser.
C 61 66 96 38 0 68 78 90
12197
869413421
MCP Location Server Claim 1
A MCP server that uses Amap API to provide location-based services, allowing us…
C 61 55 47 62 27 81 84
12198
Sunwood-ai-labs
A Model Context Protocol server that analyzes and evaluates GitHub README docum…
C 61 55 57 100 N/A 19 95 16
12199
NitinUdasin
MCPServerDemo Claim
A demonstration server that implements JSON-RPC 2.0 methods for basic arithmeti…
C 61 54 54 30 30 89 100
12200
LuotoCompany
A Python-based local indexing server that creates semantic search capabilities …
C 61 54 68 31 N/A 19 90 91
Showing 12151–12200 of 67226 servers
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