MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24260
Scored
1285
Verified
16957
Complete

Last updated 1 hour, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6051
sdpa
Provides real-time stock quotes, historical price data, financial news, and mul…
B 72 55 86 56 25 81 100
6052
sbfulfil
Provides access to PostgreSQL database schemas and metadata, allowing MCP-compa…
B 72 54 78 56 N/A 19 95 99
6053
elmariachi111
Proof of Invention Claim
Proof of Invention
B 72 55 78 67 41 81 86
6054
MyunghoBae
Provides secure and efficient tools for codebase analysis, including file manag…
B 72 55 60 60 70 81 93
6055
dpunj
tldraw-mcp Claim
A minimal MCP server for AI-driven canvas manipulation and visualization using …
B 72 54 68 58 N/A 47 90 94
6056
hrz8
Enables booking flow operations through a DSP (Demand-Side Platform) API with O…
B 72 55 72 72 29 81 94
6057
FreePeak
A high-performance multi-database MCP server built with Golang, supporting MySQ…
B 72 54 82 27 N/A 84 87 84
6058
Meerkats-Ai
Hunter.io MCP Server Claim 1
An MCP server that integrates with Hunter.io API to find and verify email addre…
B 72 55 77 68 23 82 98
6059
sammcj
Bybit MCP Server Claim 3
A Model Context Protocol server that provides read-only access to Bybit's crypt…
B 72 55 77 100 50 80 39
6060
mukul975
🚀 AI-Powered Windows Automation Server using Model Context Protocol (MCP) | Con…
B 72 54 94 28 N/A 58 95 78
6061
vmanoilov
zen-mcp-server Claim 2
B 72 54 96 41 N/A 42 94 78
6062
BretMeraki
Extracts and summarizes learning content from YouTube videos, PDFs, and web art…
B 72 55 78 100 N/A 21 95 44
6063
punkpeye
Connects AI assistants (Claude, Cursor, etc.) directly to HiveFlow automation p…
B 72 55 78 65 44 74 93
6064
iamfiro
Allows tracking of parcel deliveries across various carriers using the 17track.…
B 72 54 70 68 N/A 22 95 94
6065
wdm0006
Mutmut MCP Claim 1
A Model Context Protocol server that provides programmatic APIs for running mut…
B 72 55 51 82 51 81 94
6066
mozillazg
kube-audit-mcp Claim 1
MCP Server for Kubernetes Audit Logs.
B 72 55 71 41 73 81 98
6067
pranav-vijayananth
Enables Purdue University students to access their Brightspace academic data in…
B 72 54 94 20 N/A 45 95 100
6068
thesammykins
notify_me_mcp Claim
Enables sending rich notifications to Discord and/or Slack webhooks with automa…
B 72 55 66 82 41 81 82
6069
mk-8
Enables control of Amazon Music playback through Claude Desktop via the Model C…
B 72 54 78 47 N/A 42 90 100
6070
ZachFlint
ssh-mcp-server Claim
Enables AI assistants to securely execute remote SSH commands, perform file tra…
B 72 55 66 72 47 76 94
6071
automateyournetwork
ISE MCP Server Claim 1
A Model Context Protocol server that enables programmatic interaction with Cisc…
B 72 55 65 73 43 81 94
6072
r-huijts
Portkey MCP Server Claim
Connects Claude to Portkey's API for managing AI configurations, workspaces, an…
B 72 55 72 61 43 81 97
6073
TSavo
Printify MCP Server Claim 2
A Model Context Protocol server that allows AI assistants like Claude to integr…
B 72 55 69 70 67 78 75
6074
Parado-xy
Enables AI agents to perform semantic code search across entire codebases using…
B 72 54 78 50 N/A 24 95 100
6075
themesberg
flowbite-mcp Claim 1
MCP server to convert Figma designs to Flowbite UI components in Tailwind CSS
B 72 55 66 100 N/A 69 83 36
6076
kambleaa007
weather Claim 1
An MCP server for weather information.
B 72 54 71 56 N/A 41 92 96
6077
misiektoja
kill-process-mcp Claim
List and terminate OS processes via natural language queries
B 72 54 70 47 N/A 54 92 95
6078
kitan23
Enables AI-powered querying and management of documentation through markdown fi…
B 72 55 60 74 47 81 94
6079
pathakkhhimanshu
AI Dev Assistant Claim 1
Bridges Claude Desktop to local Windows 10 development environments to enable r…
B 72 54 72 66 N/A 30 90 91
6080
stevenvo
slack-mcp-server Claim 1
Read Slack conversations, threads, user info, and search messages from your MCP…
B 72 55 78 65 N/A 50 64 100
6081
scooby359
Enables GitHub Copilot to query local ChromaDB instances to retrieve relevant d…
B 72 54 66 72 N/A 32 92 91
6082
swairshah
InputMCP Claim
Enables collecting contextual user input through a dedicated Electron window in…
B 72 55 84 82 N/A 49 95 35
6083
tech-spoke
Provides Cursor-like code intelligence using tools like ripgrep, ctags, and tre…
B 72 54 92 51 N/A 27 90 84
6084
codester1000
Enables AI agents to access and manage Raindrop.io bookmarks, collections, tags…
B 72 55 84 43 52 81 95
6085
rileyedwards77
Provides a standardized way to integrate Perplexity AI's features like chat, se…
B 72 55 82 68 23 80 92
6086
vyente-ruffin
Enables interaction with Microsoft Planner tasks through natural language using…
B 72 54 84 62 N/A 25 80 99
6087
Echoxiawan
Figma MCP Tool Claim 1
Enables interaction with Figma designs through the Figma API, allowing users to…
B 72 55 78 68 40 82 81
6088
sdairs
claudekeep Claim 1
ClaudeKeep lets you save & share chats from Claude using an MCP inside Claude D…
B 72 54 78 63 N/A 41 95 71
6089
nazroll
A physics-aware inline skating combo generator that models moves as state trans…
B 72 54 66 42 N/A 73 92 94
6090
Anika536
MCP Test Server Claim
A comprehensive testing server for validating MCP scanner tools and implementat…
B 72 55 84 45 46 81 99
6091
awee1453
RSS-MCP Claim
Professional RSS/Atom feed management system with AI-powered analytics includin…
B 72 55 66 60 64 81 88
6092
elchika-inc
Intelligently detects package managers and provides unified access to documenta…
B 72 55 90 58 26 82 93
6093
vamsikiran353-gif
Enables interaction with Google Slides presentations through OAuth2 authenticat…
B 72 55 78 63 26 81 99
6094
srigi
MCP server for searching images with Google
B 72 55 57 73 58 81 90
6095
windoze95
Enables authenticated interaction with ServiceNow via its REST API using per-us…
B 72 55 70 72 33 81 94
6096
mohemohe
An MCP server that enables text-to-speech generation and phonetic kana conversi…
B 72 54 69 70 N/A 21 90 100
6097
SilasReinagel
Slack Notify MCP Claim 1
MCP server for posting messages to Slack channels via webhooks or bot API. Supp…
B 72 55 63 72 42 81 97
6098
conarti
mattermost-mcp Claim 2
MCP server for Mattermost API. List channels, read/post messages, manage thread…
B 72 55 75 68 31 80 98
6099
serranom
My MCP Server Claim 1
An extensible TypeScript-based MCP server designed for Claude Code with a modul…
B 72 54 78 66 N/A 29 87 86
6100
gumluke
Songsterr MCP Claim
Enables users to search for guitar, bass, and drum tabs on Songsterr by song ti…
B 72 54 62 71 N/A 27 94 95
Showing 6051–6100 of 33332 servers
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