MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24260
Scored
1285
Verified
16957
Complete

Last updated 2 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16501
bonfire-audio
REAPER MCP Server Claim 1 2
A Model Context Protocol server that enables AI agents to create fully mixed an…
F 25 54 67 0 N/A 25 87 95
16502
w2pwinlinux
A Message Control Protocol server that provides an interface for managing and q…
F 25 55 56 32 16 78 75
16503
cso1z
Feishu MCP Server Claim 1
Provides access to Feishu (Lark) documents for AI-driven coding tools like Curs…
F 25 66 66 68 0 82 77 91
16504
rbidou
pyrasp Claim 1
PyRASP is a Runtime Application Self Protection package for Python-based Web Se…
F 25 55 50 37 N/A 45 77 91
16505
jamiew
Monarch MCP Server Claim 1
Access Monarch financial data — accounts, transactions, budgets, and more
F 25 64 88 48 0 73 74 93
16506
Polaralias
Manage your daily status, work availability, and location history to provide re…
F 25 66 42 45 0 32 77 96
16507
augmentedivan
Fabric MCP Server Claim 2 4
An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driv…
F 25 55 75 83 N/A 44 87 43
16508
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
16509
LaplaceMan
Web3 Assistant MCP Claim 1
Enables secure interaction with blockchain smart contracts across multiple chai…
F 25 55 72 61 25 76 92
16510
olalonde
mcp-human Claim 2 3
When your LLM needs human assistance (through AWS Mechanical Turk)
F 25 55 74 61 39 80 82
16511
baidubce
baidu-ai-search Claim 1
Search web using baidu with AI.
F 25 55 84 40 74 76 67
16512
olwalgeorge2
Automates GitHub issue-to-PR workflows using specialized AI agents (analyst, ar…
F 25 55 78 68 24 76 94
16513
digital-duck
A demonstration server for the Model Context Protocol (MCP) that exposes calcul…
F 25 55 84 33 37 74 100
16514
tradercjz
dolphindb-mcp-server Claim 2
TDolphinDB database integration with schema inspection and query capabilities
F 25 55 56 30 27 74 88
16515
protagolabs
Enables secure cloud-based execution of code across 14+ programming languages w…
F 25 55 72 75 39 78 86
16516
mmarqueti
Enables AI agents to send WhatsApp messages, templates, and retrieve media thro…
F 25 55 84 70 35 76 95
16517
gpu-bridge
gpu-bridge Claim 2
30 GPU-powered AI services as MCP tools. LLM, image, video, audio, embeddings &…
F 25 66 90 10 0 50 67 96
16518
bubilife1202
CrossFin Claim 1 2
AI agent access to Asian crypto markets. Korean exchange routing and x402 paid …
F 25 66 100 86 87 70 61 99
16519
pinkpixel-dev
TaskFlow MCP Claim 2
A task management server that helps AI assistants break down user requests into…
F 25 55 88 65 N/A 70 87 87
16520
Infomaniak
kChat MCP Server Claim 1
Enables interaction with the kChat platform to manage channels, post messages, …
F 25 55 54 65 48 80 100
16521
siendomiguel
MCP Webhook Server Claim 1 2
An MCP server that enables sending data to webhooks via HTTP POST for both loca…
F 25 55 27 33 25 80 88
16522
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
16523
awkoy
notion-mcp-server Claim 1
**Notion MCP Server** is a Model Context Protocol (MCP) server implementation t…
F 25 54 72 68 N/A 53 90 36
16524
xpe-hub
Real-time anti-cheat analysis system that monitors Discord servers for cheating…
F 25 55 84 55 24 71 93
16525
benderterminal
zKettle Claim 1
Self-hosted, zero-knowledge encrypted, self-destructing secrets for secure agen…
F 25 55 78 72 69 80 91
16526
unionai-oss
Union MCP Claim 2 3
An MCP server that allows Claude models to use Union tasks, workflows, and apps…
F 25 54 27 45 N/A 48 84 91
16527
angrysky56
This server enables users to download entire websites and their assets for offl…
F 25 54 96 22 N/A 47 89 91
16528
akutishevsky
Nutrition MCP Claim 1
Personal nutrition tracking — log meals, track macros, and review history throu…
F 25 66 78 10 0 52 80 98
16529
github
GitHub Claim 1
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows thro…
F 25 66 92 57 0 90 80 99
16530
veighnsche
Enables AI agents to capture high-quality screenshots from running QEMU virtual…
F 25 54 54 38 N/A 34 89 94
16531
isomoes
All-in-MCP Claim 1
Enables academic research through paper search across multiple databases (IACR,…
F 25 55 76 41 76 80 99
16532
s3cr1z
jina-ai-mcp Claim 1 2
mcp.jina.ai/sse
F 25 66 92 92 100 50 80 100
16533
zhangning77-tech
Xray MCP Server Claim 1
Enables vulnerability scanning of web applications using the xray security scan…
F 25 55 72 20 16 69 90
16534
CSteenkamp
Searchclaw Claim 2
Description: An MCP server with 15 tools covering web search, scraping, extract…
F 25 55 76 70 52 78 96
16535
zhangzhongnan928
MCP EVM Signer Claim 1 3
A server that securely manages Ethereum private keys locally and enables Claude…
F 25 55 66 61 21 74 98
16536
xiaotonng
lc2mcp Claim 1
Convert LangChain tools to FastMCP tools
F 25 54 86 70 N/A 63 89 90
16537
algtools
A template for deploying custom MCP servers on Cloudflare Workers without authe…
F 25 55 78 70 29 78 93
16538
pinkpixel-dev
MindBridge MCP Server Claim 1
An AI router that connects applications to multiple LLM providers (OpenAI, Anth…
F 25 55 60 70 59 80 95
16539
Henry-Workshop
Tempo MCP Server Claim 1 2
Enables time tracking in Tempo with automatic timesheet generation from git com…
F 25 55 78 68 30 76 99
16540
tianfn
Enables parsing and extraction of content from various document formats (PDF, W…
F 25 55 48 46 49 80 91
16541
BradGriffith
CSG Portal MCP Server Claim 1 2
Enables access to Columbus School for Girls Veracross portal features including…
F 25 55 96 68 42 77 90
16542
rosquillas
Element MCP Server Claim 1 2
Connects Claude with Matrix/Element to read and search messages across rooms. E…
F 25 55 86 75 45 76 93
16543
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
16544
kuvanov-2
MCP Server for JIRA Claim 1 2
A Model Context Protocol server that enables ChatGPT and other AI assistants to…
F 25 55 57 72 23 74 100
16545
poof-bg
Enables AI assistants to remove backgrounds from images using the Poof API via …
F 25 66 92 80 100 33 80 96
16546
Traia-IO
Enables AI agents and LLMs to interact with the Test MCP Mar19 TRAIA API throug…
F 25 55 72 0 27 76 96
16547
xiaobenyang-com
Time-Zone Claim 2
A comprehensive MCP server that provides global time zone management and time c…
F 25 66 72 68 0 50 71 53
16548
LinuxSuRen
atest-mcp-server Claim 1 2
Auto-download & launch https://github.com/LinuxSuRen/atest-mcp-server
F 25 54 62 22 N/A 48 90 65
16549
DeepSpringAI
Parquet MCP Server Claim 2
A Model Control Protocol server that provides web search capabilities and simil…
F 25 55 84 66 23 74 87
16550
zwwz22
Xiaobai Print MCP Claim 1 2
An MCP server and local HTTP bridge designed to integrate remote upstream MCP t…
F 25 55 57 67 58 80 79
Showing 16501–16550 of 33332 servers
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