MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24686
Scored
1286
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6201
mypracticaltools
reddit-mcp-server Claim
Reddit MCP Server via Apify
B 72 55 72 100 N/A 55 83 40
6202
tech-spoke
Provides Cursor-like code intelligence using tools like ripgrep, ctags, and tre…
B 72 54 92 51 N/A 27 90 84
6203
MartinSchlott
A redesigned Model Context Protocol server that enables AI models to access fil…
B 72 55 72 65 41 80 96
6204
crybo-rybo
WebSurfer MCP Claim 1
A Model Context Protocol server that enables AI assistants to securely fetch an…
B 72 55 79 62 31 81 98
6205
Jacky1-Jiang
A Python-based server that interacts with EPICS process variables, allowing use…
B 72 54 72 55 N/A 36 90 100
6206
andreransom58-coder
Enables interaction with Metasploit Framework for authorized security testing, …
B 72 55 78 75 N/A 39 95 60
6207
TechKampe
Enables interaction with Viterbit recruitment API for managing candidates, jobs…
B 72 55 84 67 22 82 91
6208
ShubhanshuSondhiya
TMDB MCP Server Claim 1
Enables AI assistants like Claude to interact with The Movie Database (TMDB) AP…
B 72 55 94 100 20 80 39
6209
HeatherFlux
A TypeScript-based MCP server that enables users to manage text notes with feat…
B 72 54 78 68 N/A 17 90 92
6210
anuj0456
MCP server for arXiv.org - Search, analyze, and export academic papers with AI …
B 72 54 73 61 N/A 41 89 92
6211
SvenTern
Email MCP Server Claim
An HTTP/SSE wrapper for the IMAP MCP server that enables users to read, search,…
B 72 55 84 66 29 82 85
6212
DeepLcom
DeepL MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to translate and rep…
B 72 55 57 71 53 81 99
6213
mordechaipotash
brain-mcp Claim 1
Cognitive prosthetic for AI agents. Indexes conversation history from ChatGPT, …
B 72 54 84 20 N/A 76 92 93
6214
bzzimmy
GPT-MCP Bridge Claim
Enables Claude and other MCP-compatible tools to communicate with OpenAI's GPT …
B 72 55 72 73 27 81 97
6215
box-community
MCP Server Box Claim
A Python server that enables interaction with Box files and folders through the…
B 72 55 76 41 67 78 100
6216
franktheglock
SearXNG MCP Server Claim 1
Enables web search capabilities via a SearXNG instance, allowing for filtered s…
B 72 55 78 100 24 83 55
6217
taylorleese
mcp-toolz Claim 1
Context management, todo persistence, and multi-AI perspectives for Claude Code
B 72 54 90 25 N/A 79 72 100
6218
bx33661
wireshark-mcp Claim 1
Professional network analysis with tshark. Security audits, deep-dives, and thr…
B 72 54 76 22 N/A 84 90 94
6219
imajumd1
Provides Claude with real-time access to Wikipedia through four essential tools…
B 72 55 72 82 18 81 95
6220
dsouza-anush
Enables AI agents to interact with Salesforce CRM data by executing SOQL querie…
B 72 55 86 60 24 80 99
6221
bsmi021
Filesystem MCP Server Claim 3
A Model Context Protocol server that provides file system operations, analysis,…
B 72 54 79 56 N/A 36 87 93
6222
Vorota-ai
nmap-mcp Claim 2
MCP server for AI-powered network scanning with Nmap. Port scanning, service de…
B 72 55 63 100 N/A 48 92 46
6223
ckz
Flux Image MCP Server Claim 1
Provides image generation capabilities using the Flux Schnell model on Replicat…
B 72 55 84 57 37 81 94
6224
Anarkitty1
semantic-frame Claim 1
Token-efficient semantic compression for numerical data. 95%+ token reduction.
B 72 54 60 50 N/A 70 94 90
6225
stamnhq
Enables AI agents to interact with the Stamn platform for creating, managing, a…
B 72 55 72 71 35 78 98
6226
classfang
ssh-mcp-server Claim
Enables secure remote command execution and bidirectional file transfers on SSH…
B 72 55 72 56 56 76 100
6227
Atakan-Emre
Enables LLM clients to generate standardized test cases, perform quality contro…
B 72 55 72 51 76 83 81
6228
sanyambassi
MCP server for Thales CDSP CAKM integration, enabling secure key management, cr…
B 72 55 79 61 41 77 93
6229
bpamiri
SQL Server MCP Claim
Enables AI assistants to interact with Microsoft SQL Server databases through q…
B 72 55 72 43 77 82 94
6230
rulords
Enables deep integration with Google Workspace for AI assistants, allowing for …
B 72 55 84 41 56 81 97
6231
skspade
Enables AI models to interact with Linear for issue tracking and project manage…
B 72 55 78 75 28 82 87
6232
AnalyticAce
Binance MCP Server Claim
Enables AI agents to interact with Binance cryptocurrency exchange for trading …
B 72 55 78 45 58 81 100
6233
YanxingLiu
Dify Server Claim
Server for using Dify. It achieves the invocation of the Dify workflow by calli…
B 72 55 90 55 30 74 100
6234
BiboyQG
WeChat MCP Server Claim
Enables automation of WeChat on macOS through the Accessibility API, allowing L…
B 72 54 72 32 N/A 75 95 90
6235
mindflowedstudios
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for comprehensive co…
B 72 55 84 68 29 76 91
6236
agentify-sh
Cursor Proxmox MCP Claim
A Python-based Model Context Protocol server that enables managing Proxmox virt…
B 72 55 60 70 46 81 100
6237
mcp-use
mcp-use-ts Claim
mcp-use is the framework for MCP with the best DX - Build AI agents, create MCP…
B 72 54 94 27 N/A 53 90 91
6238
DarkGenius
Zenrus MCP Claim 1
Provides real-time currency exchange rates for USD and EUR against the Russian …
B 72 55 84 60 24 82 100
6239
lundgrenalex
Provides access to FishBase marine biology data including species information, …
B 72 55 86 100 23 81 46
6240
wavelovey
Server to search PubMed (PubMed is a free, online database that allows users to…
B 72 54 90 32 N/A 39 95 96
6241
elhombrejd
BFL MCP Server Claim 1
An MCP server that enables generating and editing high-quality images with natu…
B 72 54 63 66 N/A 30 95 100
6242
OvertliDS
MCP SearXNG Enhanced Claim 1
A Model Context Protocol server that enables web search with category support, …
B 72 55 79 62 43 81 89
6243
GetPercept
Give your AI agent ears — ambient voice intelligence with 8 MCP tools for Claud…
B 72 54 84 38 N/A 55 90 92
6244
edenking0621-png
Enables secure interaction with Notion through a suite of tools for searching, …
B 72 55 78 68 27 82 91
6245
bitnovo
MCP Bitnovo Pay Claim
Enables AI agents to create cryptocurrency payments, check payment status, gene…
B 72 55 78 46 71 81 87
6246
elizabethsiegle
A Cloudflare Workers-based MCP server that enables AI tools without requiring a…
B 72 55 94 62 29 80 80
6247
PhialsBasement
Kobold MCP Server Claim
A server enabling integration between KoboldAI's text generation capabilities a…
B 72 55 78 82 41 81 68
6248
sbfulfil
Provides access to PostgreSQL database schemas and metadata, allowing MCP-compa…
B 72 54 78 56 N/A 19 95 99
6249
Theorhd
Enables PDF generation from HTML, text, and Markdown content with customizable …
B 72 54 78 58 N/A 26 95 93
6250
eternnoir
AI Studio MCP Server Claim 1
A Model Context Protocol server that connects to Google AI Studio/Gemini API, e…
B 72 55 81 68 27 81 91
Showing 6201–6250 of 33332 servers
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