MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31764
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4151
juyoung-won
mcp-figma Claim 1
B 75 54 84 65 N/A 18 95 100
4152
zaeyasa
Access 30+ bioinformatics tools from 14 databases.
B 75 55 92 91 N/A 48 90 39
4153
nntkio
UniFi MCP Server Claim
Enables AI assistants to interact with Ubiquiti UniFi network infrastructure fo…
B 75 55 78 61 50 81 100
4154
heruujoko
Enables automated GitHub Pull Request reviews using local Ollama, Cursor CLI, o…
B 75 55 90 67 28 81 96
4155
surajrimal07
Provides structured access to Nepal Stock Exchange market data through the Mode…
B 75 66 72 60 86 51 78 100
4156
microkorg
Codecks MCP Server Claim 1
Enables AI assistants to interact with Codecks project management for querying …
B 75 55 90 65 27 82 96
4157
port-labs
Port MCP Server Claim 1
An MCP server that enables Claude to interact with Port.io's AI agent, allowing…
B 75 55 63 72 71 82 88
4158
renjismzy
Enables comprehensive code analysis including quality assessment, security vuln…
B 75 54 78 63 N/A 49 95 83
4159
serverless-dna
Enables Claude and other LLMs to search through any published MkDocs documentat…
B 75 55 72 62 70 81 94
4160
WilliamLebrato
Provides filesystem access and integration with Z.ai's GLM-4 models for code ge…
B 75 54 78 68 N/A 22 95 98
4161
btn0s
Granola MCP Server Claim 1
Provides access to Granola notes, meeting transcripts, calendar events, and doc…
B 75 54 78 67 N/A 28 89 100
4162
growthbook
growthbook-mcp Claim 2
B 75 54 73 61 N/A 68 83 93
4163
jbrinkman
Enables AI agents to create, manage, and track tasks within plans using Valkey …
B 75 55 88 38 76 81 94
4164
darronz
Enables retrieval of electricity and gas consumption data from Octopus Energy a…
B 75 55 84 71 35 83 92
4165
limklister
A Model Context Protocol server that enables LLMs to perform web searches using…
B 75 55 73 65 49 83 100
4166
lowkeyrd
Enable seamless file operations, repository management, and advanced search fun…
B 75 55 80 66 N/A 52 81 92
4167
phxdev1
Provides comprehensive access to People Data Labs' data models and search capab…
B 75 55 84 68 40 81 90
4168
ExpertVagabond
guardrails Claim
AI Agent Guardrails MCP server - security layer
B 75 54 90 38 N/A 50 95 99
4169
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
4170
bryanberger
Enables accurate WCAG color contrast checking and accessibility analysis by cal…
B 75 55 86 75 21 81 97
4171
SecretiveShell
MCP-timeserver Claim 1
Access the time in any timezone and get the current local time
B 75 54 74 62 N/A 41 94 100
4172
Siddhant-K-code
MCP server designed to help you search and analyze your photo library (iCloud -…
B 75 54 94 53 N/A 39 90 89
4173
jonnybottles
A Python-based MCP server that enables AI agents to query the Microsoft 365 Roa…
B 75 55 54 70 68 95 91
4174
Use-Keen
Enables AI assistants to search for documentation of packages and services, pro…
B 75 55 84 72 33 81 93
4175
dwain-barnes
Provides access to UK Environment Agency's real-time flood monitoring data, ena…
B 75 55 94 57 41 83 90
4176
Qiskit
Qiskit MCP Server Claim 1
MCP server for Qiskit quantum computing with circuit serialization utilities
B 75 54 69 43 N/A 77 95 99
4177
zinja-coder
apktool-mcp-server Claim
APKTool MCP Server is a MCP server for the Apk Tool to provide automation in re…
B 75 54 72 45 N/A 72 92 97
4178
Phoenixrr2113
Debugger MCP Server Claim 1
Provides real-time debugging, code quality monitoring, and performance insights…
B 75 54 94 61 N/A 28 90 89
4179
Jayanth-Kulkarni-Avesha
Enables AI assistants to execute PromQL queries and discover metrics across mul…
B 75 55 76 68 51 80 96
4180
chrismannina
PubMed MCP Server Claim
A comprehensive Model Context Protocol server that enables advanced PubMed lite…
B 75 55 100 48 42 81 94
4181
Jeetanshu18
Tavily MCP Server Claim
Provides AI assistants with real-time web search capabilities, intelligent data…
B 75 55 84 70 43 81 90
4182
sethclawd-prog
schemaguard Claim
API Schema Drift Monitor — detect breaking changes in OpenAPI specs
B 75 54 76 58 N/A 50 95 91
4183
bbangjooo
MCP Installer Claim
Enables finding, configuring, and installing Model Context Protocol (MCP) serve…
B 75 55 86 100 N/A 25 95 49
4184
EnventDigital
Enables Adobe Express add-on developers to scaffold projects, access code examp…
B 75 55 90 61 35 81 99
4185
XIADENGMA
Enables real-time user intervention for MCP agents through a web UI, allowing u…
B 75 55 72 62 74 82 88
4186
shjanjua
PPTX MCP Server Claim 2
Enables AI assistants to create, edit, and manipulate PowerPoint presentations …
B 75 55 78 91 N/A 21 87 84
4187
kzmshx
youtube-mcp Claim 1
An MCP server that enables the extraction of transcripts and detailed metadata …
B 75 55 51 82 73 81 91
4188
notbnull
A lightweight server that provides persistent memory and context management for…
B 75 54 78 62 N/A 44 92 92
4189
DavidCho1999
Enables users to search and navigate over 22,500 indexed sections across 16 Can…
B 75 55 84 51 58 80 99
4190
GutjahrAI
Enables AI assistants to integrate with SAP systems via OData REST APIs for que…
B 75 55 92 71 18 81 95
4191
sharansahu
MCP SQL Agent Claim
An AI-powered SQLite assistant that converts natural language to SQL queries wi…
B 75 54 82 57 N/A 36 95 98
4192
boecht
Enables access to BitSight security rating data through company search and rati…
B 75 55 88 37 84 81 91
4193
JLKmach
Enables Claude to interact with ServiceNow instances through comprehensive API …
B 75 55 84 62 49 81 93
4194
monsterxx03
gospy Claim
Non-Invasive goroutine inspector
B 75 55 68 66 68 76 97
4195
cslv1
Enables AI agents to traverse SysML v2 model graphs, query requirements, and pe…
B 75 54 86 58 N/A 35 88 98
4196
108yen
memo-mcp Claim 1
This is an MCP server that enables agents to record, search, and retrieve memos…
B 75 55 82 82 N/A 69 95 41
4197
1282saa
bk_mcp Claim 1
B 75 54 78 67 N/A 39 92 90
4198
DatSciX-CEO
MCP server that enables intelligent analysis of legal spend data across multipl…
B 75 55 78 66 55 81 92
4199
thypon
Enables semantic search through markdown documentation in code repositories usi…
B 75 54 90 60 N/A 21 95 94
4200
ericsegovia
A basic serverless MCP server example running on Netlify Functions using Expres…
B 75 66 78 75 85 21 81 95
Showing 4151–4200 of 66415 servers
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