MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15501
NewToolAI
Database Query MCP Claim 1
A versatile tool that enables querying and exporting data from multiple relatio…
F 30 55 76 33 47 80 69
15502
dipseth
Dataproc MCP Server Claim 1
Enables management of Google Cloud Dataproc clusters and jobs through 22 produc…
F 30 55 50 73 84 80 70
15503
minhoyooDEV
Confluence MCP Server Claim 1 2
A Model Context Protocol server for accessing Confluence API using Personal Acc…
F 30 55 53 71 23 76 87
15504
Filippo-Venturini
ctxvault Claim 1
Local memory infrastructure for AI agents. Store knowledge and skills in isolat…
F 30 54 76 72 N/A 81 88 95
15505
RocwoDev
Exposes tools for performing web searches via DuckDuckGo and fetching webpage c…
F 30 55 76 27 32 80 94
15506
rampify-dev
Rampify Claim 1 2
SEO MCP server: crawl your site, find AI-visibility gaps, and ship the fix from…
F 30 55 90 77 36 80 88
15507
OthmaneBlial
A DeepSeek MCP-like Server for Terminal
F 30 54 96 63 N/A 45 84 98
15508
chechle39
Enables automated visual testing by comparing screenshots against baseline imag…
F 30 54 78 61 N/A 32 89 91
15509
HypnoLabs-io
agentchurch-mcp Claim 1
Spiritual services for AI agents — confessions, salvation, identity. x402 payme…
F 30 64 90 68 0 37 74 93
15510
diivi
aseprite-mcp Claim 1
MCP server using the Aseprite API to create pixel art
F 30 54 56 27 N/A 50 87 100
15511
Suixinlei
A TypeScript-based Model Context Protocol server that enables large language mo…
F 30 55 48 65 46 78 87
15512
0Thomas1
Enables users to manage Kanban-style tasks with priorities, tags, and statuses …
F 30 55 60 52 31 76 99
15513
Forge-Space
branding-mcp Claim 1
AI-powered brand identity generation via MCP with design tokens, typography, an…
F 30 54 60 43 N/A 90 88 87
15514
LegalEngineering
sk-registers-mcp Claim 1 2
MCP server for Slovak business registers (RPO) — AI agents can query 1.4M+ Slov…
F 30 55 55 0 45 76 92
15515
kukapay
crypto-news-mcp Claim 1 2
An MCP server that provides real-time cryptocurrency news sourced from NewsData…
F 30 55 51 37 45 80 100
15516
OpenLinkSoftware
mcp-server-sqlalchemy Claim 1 2
An MCP server for generic Database Management System (DBMS) Connectivity via SQ…
F 30 54 69 40 N/A 42 84 90
15517
arjunkmrm
Analyze stocks and SEC filings to surface key insights, from price and volume t…
F 30 66 90 38 0 24 77 100
15518
Lakphy
Dot MCP Claim 1
Enables AI assistants to send text notifications with titles, messages, signatu…
F 30 55 72 66 47 80 91
15519
mikegcoleman
PostgreSQL MCP Server Claim 1 2
Enables LLMs to interact with PostgreSQL databases by providing tools to inspec…
F 30 55 72 47 21 71 88
15520
ip2location-com
IP Geolocation MCP server using IP2Location.io API to ease the query of geoloca…
F 30 55 60 35 64 82 94
15521
palolxx
Provides advanced AI reasoning and strategic thinking capabilities using Pollin…
F 30 55 94 58 21 78 95
15522
vanushya
Enables management of retail e-commerce products with CRUD operations, AI-power…
F 30 55 74 63 42 80 99
15523
sreeramkongeseri
TablaFocusMCP Claim 1 3
Unifies glossary lookup, composition design and validation, certification prepa…
F 30 55 63 82 96 90 35
15524
mzxrai
mcp-openai Claim 1 3
Chat with OpenAI's smartest models
F 30 55 86 57 63 80 96
15525
usafhulk
Sales MCP Server Claim 1
Provides AI assistants with access to sales data tools, including fetching quar…
F 30 54 48 32 N/A 29 94 33
15526
drewster99
Enable Claude Code, Cursor, or your favorite LLM to interact with Xcode, buildi…
F 30 54 74 28 N/A 47 87 93
15527
aklianeva
Exposes an internal engineering knowledge base to AI assistants, allowing users…
F 30 55 60 70 35 82 96
15528
ihatesea69
AWS MCP Server Claim 1 3
A Model Context Protocol server allowing Claude AI to interact with AWS resourc…
F 30 55 79 66 30 71 91
15529
bhpark1013
Helps users discover and install MCP servers from PlayMCP using hybrid search (…
F 30 55 80 58 30 80 85
15530
kdopenshaw
Zendesk MCP Server Claim 1
Enables comprehensive management of Zendesk tickets, comments, and Help Center …
F 30 55 84 68 51 76 98
15531
kazuph
@kazuph/mcp-github-pera1 Claim 1 2
A Model Context Protocol server that connects GitHub code to Claude.ai. This se…
F 30 55 57 62 69 80 91
15532
ArneJanning
Nanonets MCP Server Claim 1 2
Converts images, PDFs, Word documents, and Excel spreadsheets to structured mar…
F 30 55 72 36 18 77 93
15533
gayancliyanage
Detox MCP Claim 1 2
Integrates the Detox mobile testing framework with Claude, enabling test execut…
F 30 54 84 73 N/A 27 90 88
15534
faraazahmad
GraphSense MCP Server Claim 1
Enables natural language queries about JavaScript/TypeScript codebases using gr…
F 30 54 72 62 N/A 50 90 95
15535
btangonan
Smart MCP Claim 1 2
A global framework for creating reusable command shortcuts and slash commands t…
F 30 54 90 56 N/A 26 89 73
15536
geosp
MCP MixSearch Claim 1
Enables advanced web search across multiple search engines (Brave, DuckDuckGo, …
F 30 55 66 71 47 80 92
15537
smaheshwari-ux
Databricks MCP Proxy Claim 1 2
Authenticates with Databricks via OAuth and exposes remote MCP tools from Datab…
F 30 55 72 38 21 80 93
15538
OwlTing
Enables LLMs to search and retrieve PayNow Component documentation directly, ac…
F 30 66 92 80 57 55 80 93
15539
lite
iTerm MCP Claim 1 5
Access your iTerm session and control terminal commands seamlessly.
F 30 55 75 100 N/A 39 87 54
15540
johnpapa
peacock-mcp Claim 1 2
MCP Server for the Peacock extension for VS Code (https://peacockcode.dev), col…
F 30 55 57 100 75 82 35
15541
emmy-design
Webasyst MCP Server Claim 1 2
Enables AI-assisted development for Webasyst framework projects, including crea…
F 30 54 84 26 N/A 52 80 80
15542
timepointai
Timepoint MCP Claim 1
Provides structured access to a temporal knowledge platform for searching histo…
F 30 66 72 68 0 28 80 90
15543
rudra-pratapsingh
Enables automated README file management for development projects through MCP t…
F 30 55 56 17 21 76 76
15544
ssdeanx
Enables running arbitrary JavaScript code in isolated Docker containers with on…
F 30 54 100 71 N/A 29 88 91
15545
HundunOnline
dingding webhook mcp server
F 30 55 68 58 68 80 100
15546
TheLunarCompany
lunar#mcpx Claim 1
MCPX is a production-ready, open-source gateway to manage MCP servers at scale—…
F 30 55 80 36 67 76 90
15547
lsd-so
LSD MCP Server Claim 1 3
An MCP server that connects language models to the LSD database, enabling web d…
F 30 55 53 82 N/A 28 87 18
15548
Vadimber2
Provides AI-powered selection and generation of specialized system prompts from…
F 30 55 72 62 29 80 92
15549
sportsanalytics-world
Provides intelligent access to OPTA football API documentation with automatic a…
F 30 55 90 68 29 76 96
15550
justmywyw
test-my-mcpserver Claim 1 2
test
F 30 55 90 53 21 80 94
Showing 15501–15550 of 66502 servers
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