MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6701
streetquant
Jules MCP Server Claim 1
Exposes Google Jules AI capabilities for automated coding tasks, including sess…
B 71 55 78 68 29 76 95
6702
jackyang25
Provides geolocation services including finding nearby transit stops and retrie…
B 71 55 84 61 21 81 97
6703
JDeun
Enables unified searching across Google Scholar, Google Web Search, and YouTube…
B 71 55 70 71 37 81 90
6704
sensuslab
ByteBot MCP Server Claim
Enables autonomous task execution and direct desktop computer control through B…
B 71 55 78 100 25 81 55
6705
PawelWaj
Backstage MCP Server Claim 1
Provides comprehensive Backstage framework knowledge and development assistance…
B 71 55 84 58 23 80 97
6706
LostInBrittany
The MCP server provides access to Clever Cloud's documentation, allowing users …
B 71 54 72 50 N/A 38 90 100
6707
krutikkkkkkkkk
shadcn MCP Server Claim
Enables AI assistants to discover, install, and generate code examples for shad…
B 71 55 78 52 39 81 100
6708
yanmxa
OCM MCP Server Claim
A gateway that enables Generative AI systems to interact with and manage multip…
B 71 54 70 68 N/A 23 95 89
6709
jhalsey87
Provides programmatic access to the NIH Reporter API for searching and retrievi…
B 71 55 94 52 19 82 92
6710
Uninen
DevServer MCP Claim 1
An MCP server that enables programmatic management and monitoring of developmen…
B 71 55 57 52 73 82 96
6711
uright
A Model Context Protocol server that enables AI agents to interact with Azure D…
B 71 55 63 100 N/A 43 95 40
6712
aamar-shahzad
MCP Screenshot Server Claim 1
Enables capturing screenshots and annotating images with boxes, arrows, text, h…
B 71 55 72 58 53 80 92
6713
dhinojosac
A comprehensive template for building MCP servers with TypeScript, Fastify, and…
B 71 55 72 66 29 81 100
6714
brunocpf
Finds the closest Tailwind CSS palette colors to any given CSS color value. Sup…
B 71 54 66 61 N/A 26 95 96
6715
el95149
Enables AI assistants to search for files and content across the file system us…
B 71 54 76 58 N/A 49 95 68
6716
Bigsy
clj-kondo MCP Server Claim 1
A Model Context Protocol server that provides clj-kondo linting capabilities fo…
B 71 55 63 100 N/A 41 95 42
6717
Shengwang-Community
A document-based MCP server that supports keyword searching and content retriev…
B 71 66 60 68 78 36 81 100
6718
puran-water
Provides AI agents with physics-based corrosion engineering calculations, from …
B 71 54 90 31 N/A 47 92 89
6719
CHIBOLAR
Enables seamless Jira integration through browser-based OAuth authentication, p…
B 71 55 72 66 26 81 99
6720
dakl
arxiv-mcp Claim
Provides tools to search for arXiv papers, retrieve full-text HTML content via …
B 71 55 70 52 50 81 98
6721
gokulapap
Enables comprehensive security testing and penetration testing through natural …
B 71 55 96 47 30 81 89
6722
MokhtarLahjaily
Word MCP Claim
Enables programmatic generation of Microsoft Word documents (.docx) from AI-gen…
B 71 54 70 63 N/A 27 95 90
6723
cevatkerim
unsplash-mcp Claim
Unsplash photo search with proper attribution. Returns ready-to-use attribution…
B 71 55 82 48 42 82 92
6724
ongjin
K8s Doctor MCP Claim 1
AI-powered Kubernetes diagnostics that analyzes pod crashes, logs, and cluster …
B 71 55 66 61 49 82 96
6725
NakiriYuuzu
sql-mcp Claim 1
A Model Context Protocol server for interacting with MSSQL and PostgreSQL datab…
B 71 55 51 75 51 81 97
6726
TonyBro
Automates the creation of React Three Fiber game projects with various template…
B 71 54 78 55 N/A 21 95 91
6727
AI-Hub-Admin
Converts various document formats to desired output formats, currently supporti…
B 71 66 90 46 82 24 81 90
6728
fovi-llc
A Model Context Protocol server that provides tools for interacting with both R…
B 71 55 57 82 39 81 90
6729
noah-vh
ClickUp Operator Claim 1
A Claude-compatible MCP server that enables storing and summarizing notes throu…
B 71 55 90 82 N/A 17 95 47
6730
Sicks3c
HackerOne MCP Server Claim 1
Provides read-only access to HackerOne reports, program scopes, and bounty earn…
B 71 54 70 58 30 92 95
6731
olgasafonova
Access the Global Legal Entity Identifier (LEI) database for company verificati…
B 71 64 100 62 0 78 95 94
6732
AI-FE
Dify MCP Server Claim 2
Integrates Dify AI API to provide code generation for Ant Design components, su…
B 71 55 80 65 22 82 91
6733
spences10
MCP Embedding Search Claim 1
A Model Context Protocol server that searches transcript segments in a Turso da…
B 71 55 69 73 33 81 91
6734
gavinHuang
PDF2MD MCP Server Claim 1
An MCP server that converts PDF files to Markdown format using AI sampling capa…
B 71 55 51 82 46 81 91
6735
giuseppe-coco
MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive an…
B 71 55 60 72 39 82 100
6736
zegh6389
An intelligent system that automatically scrapes Canadian news sources, process…
B 71 55 84 62 22 81 92
6737
iamarunbrahma
mediallm Claim
B 71 54 84 33 N/A 60 90 88
6738
peximo
Drupal MCP Server Claim
Enables AI models to interact with Drupal 10+ sites via JSON:API for querying, …
B 71 55 78 67 24 81 93
6739
vfa-khuongdv
Enables AI agents to interact with Chatwork by reading and sending messages, ma…
B 71 55 60 66 54 78 100
6740
mjpitz
RFC MCP Server Claim 2
An MCP server that enables programmatic access to IETF RFC documents, allowing …
B 71 55 75 100 42 83 40
6741
leonj1
Enables project and task management through a lightweight SQLite database, allo…
B 71 54 60 70 N/A 18 95 100
6742
amxkifir
Provides comprehensive access to Blue Archive game data including students, equ…
B 71 55 88 82 27 82 58
6743
Stryk91
Universal MCP bridge to LSP servers. One binary, 6 languages, config-driven.
B 71 54 84 28 N/A 49 90 100
6744
QianJue-CN
Random.org MCP Server Claim 1
A Model Context Protocol server that provides access to api.random.org for gene…
B 71 55 63 62 45 81 100
6745
bborbe
Enables semantic search over markdown files to find related notes by meaning ra…
B 71 54 76 32 N/A 62 94 92
6746
Panzer-Jack
feuse-mcp Claim 1
An MCP server that provides utilities for web developers to automate API integr…
B 71 54 63 62 N/A 67 95 67
6747
lbeatu
Slack MCP Server Claim
Enables interaction with Slack workspaces through comprehensive integration cap…
B 71 55 72 68 29 81 93
6748
ingpoc
Provides sandboxed code execution and data processing for CSVs and logs to achi…
B 71 54 78 61 N/A 32 82 92
6749
ajitpratap0
GoSQLX Claim
7 SQL tools (validate, format, parse, lint, security scan, metadata extraction,…
B 71 66 60 35 72 92 84 96
6750
GenAIwithMS
Twitter MCP Server Claim
Enables seamless interaction with Twitter/X platform through Claude AI, allowin…
B 71 55 66 56 61 81 95
Showing 6701–6750 of 67197 servers
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