MCP Server Quality Scores

Independent quality analysis of 50515 public MCP servers

50515
Discovered
29747
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16151
rishipradeep-think41
A Model Context Protocol server that provides tools for interacting with Gmail …
F 25 55 63 58 43 78 93
16152
observee-ai
observee Claim 1
Observee (YC S25) lets you build AI agents with 1000+ integrations using MCPs w…
F 25 66 100 10 0 52 80 100
16153
dsouza-anush
Browser Use Heroku Claim 1
Enables AI agents to control and automate browser actions through an MCP server…
F 25 55 90 68 54 80 96
16154
humanjesse
Unicode text styling and ASCII art generation with 23 styles and 322+ figlet fo…
F 25 66 84 75 0 48 82 99
16155
AIDC-AI
Pixelle-MCP Claim 1
An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP…
F 25 54 90 38 N/A 57 89 97
16156
sunbeibei-hub
TripNow (航班管家) Claim 2 3
Provides real-time flight and train ticket queries, live status tracking, and a…
F 25 66 78 70 80 25 76 64
16157
mashriram
Azure MCP Server Claim 1 2
This server implements the Model Context Protocol for seamless interaction with…
F 25 54 84 65 N/A 40 89 99
16158
linnienaryshkin
Teams MCP Server Claim 1
A TypeScript-based MCP server that enables AI agents to send messages to Micros…
F 25 55 78 60 53 78 98
16159
ztobs
Browser Use Server Claim 2 3
Enables browser automation using Python scripts, offering operations like takin…
F 25 55 86 58 26 76 95
16160
fonkychen
nature-vision-mcp Claim 1 2
Identifies biological species, returning Latin names with confidence scores.
F 25 54 80 70 N/A 31 90 91
16161
hyperbrowserai
Hyperbrowser Claim 2
Scrape, extract structured data, and crawl webpages effortlessly. Enhance your …
F 25 55 74 73 N/A 57 83 84
16162
kinmeic
Stock MCP Server Claim 1 2
Provides real-time market data for A-shares, Hong Kong, and US stocks using the…
F 25 55 80 58 30 80 91
16163
cromwellian
A LangChain-based server that supports dynamic loading of OpenAPI specification…
F 25 55 96 41 37 71 98
16164
regression-io
Stratum MCP Claim 1
Structured execution for Claude Code — contracts, postconditions, gates, guardr…
F 25 54 86 43 N/A 41 90 93
16165
Code-MonkeyZhang
Email Server Claim 1
Enables email management through IMAP and SMTP protocols, supporting reading, s…
F 25 55 72 67 56 76 92
16166
dominik1001
caldav-mcp Claim 1 2
CalDAV calendar operations (list, create, update, delete events) as MCP tools.
F 25 55 63 63 N/A 90 80 92
16167
ebaenamar
Connects LLMs to Wikidata's structured knowledge base using a hybrid architectu…
F 25 66 60 27 0 26 74 92
16168
0xGval
ethereum-tools Claim 1 2
A comprehensive toolkit for Ethereum blockchain analysis within Claude AI, enab…
F 25 55 88 82 25 77 28
16169
tg-tian
Enables users to generate professional Chinese resume PDFs from JSON data with …
F 25 55 62 51 24 81 84
16170
torrentclaw
torrentclaw-mcp Claim 1
Search and discover movies and TV shows with torrent links, quality scoring, st…
F 25 55 80 76 68 82 95
16171
Azhar-obenan
Obenan MCP Server Claim 2
A simple note storage and management system that allows users to add, access, a…
F 25 54 78 66 N/A 21 88 91
16172
deus-h
Claudeus Plane MCP Claim 1 2
A server that bridges Claude AI with the Plane project management platform, ena…
F 25 55 78 68 27 80 100
16173
adelhassen
Enables AI assistants to interact with PostgreSQL databases by executing SQL qu…
F 25 54 60 20 N/A 30 80 99
16174
auchenberg
Claude Code MCP Claim 2 3
An implementation of Claude Code as a Model Context Protocol server that enable…
F 25 55 54 100 55 76 38
16175
semgrep
mcp Claim 1 2
Allow AI agents to scan code for security vulnerabilites using Semgrep.
F 25 55 63 72 83 82 99
16176
cornelcroi
Context Lens Claim 1
An MCP server that enables semantic search over local files or GitHub repositor…
F 25 54 88 41 N/A 70 92 94
16177
emarco177
mcp-crash-course Claim 1
Hands-on crash course for the Model Context Protocol (MCP) with project-based b…
F 25 54 60 26 N/A 53 77 65
16178
Polaralias
Manage your daily status, work availability, and location history to provide re…
F 25 66 42 45 0 32 77 96
16179
martijnpieters
eduframe-mcp Claim 1 2
An MCP server that exposes Eduframe resources as tools, allowing users to manag…
F 25 55 51 72 81 82 94
16180
LucianoRicardo737
Enables intelligent conversation management with 4 AI agents that provide seman…
F 25 54 88 43 N/A 53 87 87
16181
S-Alzaid
A Model Context Protocol server for ElevenLabs conversational agents that enabl…
F 25 54 63 53 N/A 24 77 97
16182
mrgoonie
Connects AI assistants to ScreenshotOne.com API for capturing website screensho…
F 25 55 82 72 75 76 91
16183
tanwenxin
126 Email MCP Server Claim 1
Enables sending emails through 126 mailbox SMTP service with support for plain …
F 25 55 48 60 26 80 96
16184
bherbruck
MCP Debugger Claim 1 2
Enables debugging of Python, JavaScript/TypeScript, Go, and Rust code using rea…
F 25 54 78 57 N/A 47 90 93
16185
Legorobotdude
yt-analysis-mcp Claim 1
Enables analysis of YouTube videos using the Gemini API to generate summaries a…
F 25 55 90 65 34 80 97
16186
tianfn
Enables parsing and extraction of content from various document formats (PDF, W…
F 25 55 48 46 49 80 91
16187
markswendsen-code
Xfinity MCP Server Claim 1 2
Enables users to manage their Xfinity ISP accounts through automated browser se…
F 25 55 90 68 30 69 99
16188
timowhite88
Farnsworth Claim 1
Farnsworth gives Claude persistent memory and autonomous agent capabilities. It…
F 25 55 84 63 N/A 68 78 91
16189
moonbirdai
Mixpanel MCP Server Claim 1 3
A Model Context Protocol server that enables AI assistants like Claude to inter…
F 25 55 81 65 40 80 90
16190
b3nw
A Model Context Protocol server that enables AI assistants to perform web autom…
F 25 55 65 62 27 80 100
16191
sandraschi
MiniMail MCP Server Claim 1
A multi-service email platform for MCP-compatible clients that supports standar…
F 25 55 84 0 46 71 97
16192
heltonteixeira
OpenRouter MCP Server Claim 1
Provides integration with OpenRouter.ai, allowing access to various AI models t…
F 25 55 92 75 61 80 93
16193
Siddhant-K-code
Apple Notes MCP Server Claim 2 3
Enables interaction with Apple Notes via natural language, supporting note crea…
F 25 54 68 58 N/A 40 82 82
16194
nickiiitu
A Model Context Protocol server that enables LLMs to interact directly with Mon…
F 25 55 57 71 38 74 95
16195
LaplaceMan
Web3 Assistant MCP Claim 1
Enables secure interaction with blockchain smart contracts across multiple chai…
F 25 55 72 61 25 76 92
16196
loonghao
WeCom Bot MCP Server Claim 2
A server for sending messages via WeCom bots using FastMCP, supporting asynchro…
F 25 66 90 45 0 84 78 81
16197
petrsovadina
MCP Atlassian Server Claim 1
Integrates Atlassian products (Confluence, Jira) with Model Context Protocol, e…
F 25 55 90 71 36 78 91
16198
tadasant
Stability AI MCP Server Claim 1 3
An MCP Server that integrates with Stability AI's API to provide high-quality i…
F 25 55 85 75 71 78 92
16199
Harikrish121
Provides tools for browser-driven automation, HTTP API health checks, and visua…
F 25 54 78 63 N/A 35 90 88
16200
jamiew
Monarch MCP Server Claim 1
Access Monarch financial data — accounts, transactions, budgets, and more
F 25 64 88 48 0 73 74 93
Showing 16151–16200 of 50515 servers
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