MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 7 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6651
Zhangtiande
AMapMCP ⚡ Claim
A FastAPI and fastmcp based Amap Navigation MCP tool that provides interactive …
B 71 5⁄5 ◉ ⏳ 66 75 — 40 81 84
6652
scmcphub
cellrank-mcp ⚡ Claim
Enables natural language interaction for scRNA-Seq analysis including preproces…
B 71 5⁄5 ◉ ⏳ 84 63 — 39 81 77
6653
twolven
Puppeteer MCP Server ⚡ Claim 2
A Model Context Protocol server that provides browser automation capabilities u…
B 71 5⁄4 ◉ ⏳ 75 56 N/A 36 82 100
6654
pylonapi
pylon-mcp ⚡ Claim 1
x402-native API gateway with 20+ capabilities (web-extract, web-search, transla…
B 71 5⁄5 ◉ ⏳ 66 72 — 31 80 100
6655
mazhar480
🚀 Token-efficient MCP server for Confluence. Reduces LLM costs by 76% via Markd…
B 71 5⁄5 ◉ ⏳ 70 48 — 59 81 99
6656
mukiwu
Analyzes JavaScript/TypeScript projects for code modernization opportunities, c…
B 71 5⁄5 ◉ ⏳ 78 100 — 36 81 42
6657
weidwonder
Execute commands on local or remote hosts seamlessly. Leverage a powerful inter…
B 71 5⁄5 ◉ ⏳ 90 91 N/A 30 84 39
6658
olgasafonova
Access the Global Legal Entity Identifier (LEI) database for company verificati…
B 71 6⁄4 ◉ ⏳ 100 62 0 78 95 94
6659
Angeluis001
Playwright MCP ⚡ Claim 1
A Model Context Protocol server that provides browser automation capabilities u…
B 71 5⁄5 ◉ ⏳ 57 66 — 54 81 96
6660 B 71 5⁄4 ◉ ⏳ 66 48 N/A 55 92 94
6661
ctf2009
CastleCall MCP ⚡ Claim
Exposes a text-to-speech announcement tool for the CastleCall home PA system on…
B 71 5⁄5 ◉ ⏳ 72 58 — 35 83 100
6662
jspv
Enables users to perform Google Custom Search queries through the Model Context…
B 71 5⁄5 ◉ ⏳ 88 43 — 43 81 92
6663
debugg-ai
Debugg AI MCP ⚡ Claim
Debugg AI MCP
B 71 6⁄6 ◉ ⏳ 100 76 0 80 81 91
6664
terryso
mcp-pinterest ⚡ Claim
A Pinterest Model Context Protocol (MCP) server for image search and informatio…
B 71 5⁄5 ◉ ⏳ 84 83 — 66 81 32
6665
andrewszk
AI agent payment security - spending limits, whitelists, and human approval.
B 71 5⁄4 ◉ ⏳ 72 67 N/A 32 83 94
6666
DemeoStep
Provides secure, read-only access to PostgreSQL databases for schema inspection…
B 71 5⁄5 ◉ ⏳ 78 61 — 23 81 100
6667
muhammadzaeemaltaf
GitHub Summary MCP ⚡ Claim
Generates daily GitHub work summaries by analyzing commits across all repositor…
B 71 5⁄5 ◉ ⏳ 54 82 — 30 81 100
6668
glaucia86
A TypeScript-based MCP server that enables users to manage tasks through natura…
B 71 5⁄5 ◉ ⏳ 80 83 N/A 43 95 42
6669
dinesh-nalla-se
playwright-mcp ⚡ Claim 1
Playwright Tools for MCP
B 71 5⁄5 ◉ ⏳ 62 100 N/A 54 83 46
6670
TonyBro
Automates the creation of React Three Fiber game projects with various template…
B 71 5⁄4 ◉ ⏳ 78 55 N/A 21 95 91
6671
MokhtarLahjaily
Word MCP Claim
Enables programmatic generation of Microsoft Word documents (.docx) from AI-gen…
B 71 5⁄4 ◉ ⏳ 70 63 N/A 27 95 90
6672
precariat365
A MCP-based intelligent customer service system that provides smart Q\&A, human…
B 71 5⁄5 ◉ ⏳ 80 60 — 41 81 85
6673
poposnail61
mcp ⚡ Claim 1
B 71 5⁄4 ◉ ⏳ 72 57 N/A 30 90 99
6674
t3rm1nu55
A visual UI builder that enables Claude to create and update web interfaces in …
B 71 5⁄4 ◉ ⏳ 90 38 N/A 28 95 92
6675
MrFixit96
Golang Dev Tools
B 71 5⁄5 ◉ ⏳ 84 48 — 54 81 86
6676
FireKickerton
Enables humans and LLMs to play Reconnaissance Blind Chess (a chess variant wit…
B 71 5⁄5 ◉ ⏳ 78 63 — 22 81 100
6677
rustic-ai
codeprism Claim
An experimental, 100% AI-generated, high-performance code intelligence server p…
B 71 5⁄4 ◉ ⏳ 94 20 N/A 56 95 85
6678
rezo8
Enables searching and retrieving Datadog logs through the Model Context Protoco…
B 71 5⁄5 ◉ ⏳ 84 68 — 27 74 87
6679
enemyrr
MCP Server Pagespeed ⚡ Claim 2
Enables AI models to analyze webpage performance using the Google PageSpeed Ins…
B 71 5⁄5 ◉ ⏳ 78 53 — 37 82 100
6680
RadiumGu
A robust task scheduler server built with Model Context Protocol for scheduling…
B 71 5⁄4 ◉ ⏳ 78 35 N/A 42 95 100
6681
brs077
Bridges Claude Code to CNCjs to enable remote control and monitoring of GRBL-ba…
B 71 5⁄4 ◉ ⏳ 66 62 N/A 30 95 96
6682
hmq19900504
Provides real-time financial market data for stocks across multiple markets (A-…
B 71 5⁄5 ◉ ⏳ 78 68 — 25 82 92
6683
tokenizin
Fetch MCP Server ⚡ Claim 2
Provides functionality to fetch web content in various formats, including HTML,…
B 71 5⁄5 ◉ ⏳ 90 47 — 19 83 100
6684
GH05TCREW
Provides a bridge between large language models and the Metasploit Framework, e…
B 71 5⁄5 ◉ ⏳ 86 43 — 50 81 90
6685
mark3labs
phalcon-mcp ⚡ Claim
phalcon-mcp
B 71 5⁄5 ◉ ⏳ 78 38 — 64 80 95
6686
eeharumt
A TypeScript-based server that provides debugging and management capabilities f…
B 71 5⁄5 ◉ ⏳ 72 66 — 38 81 90
6687
gokmengokhan
endnote-mcp ⚡ Claim
Search, cite, and read PDFs from your EndNote library in Claude Desktop
B 71 5⁄4 ◉ ⏳ 76 32 N/A 68 94 90
6688
isnbh0
TOYBOX MCP Server ⚡ Claim
Zero-friction publishing platform that enables Claude Desktop users to publish …
B 71 5⁄5 ◉ ⏳ 84 58 — 32 80 92
6689
ertugrul59
MCP server that captures TradingView chart images via Selenium — supports any t…
B 71 5⁄4 ◉ ⏳ 72 40 N/A 64 90 90
6690
djkz
Exposes Bruno API collections as Model Context Protocol (MCP) tools, allowing A…
B 71 5⁄5 ◉ ⏳ 84 67 — 22 81 88
6691
anselmwang
Automatically configures email notification functionality for Cline through SMT…
B 71 5⁄4 ◉ ⏳ 80 56 N/A 21 95 91
6692
thechandanbhagat
CV Forge ⚡ Claim
Forge powerful, ATS-friendly CVs tailored to any job - an MCP server for intell…
B 71 5⁄5 ◉ ⏳ 74 82 N/A 56 95 39
6693
smith-nathanh
Vertica MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to interact with Ver…
B 71 5⁄4 ◉ ⏳ 77 56 N/A 22 95 94
6694
kaiyuanxiaobing
atomgit-mcp-server ⚡ Claim
Official AtomGit server for integration with repository management, PRs, issues…
B 71 5⁄5 ◉ ⏳ 72 63 — 45 80 91
6695
neomody77
MCP Mail Organizer ⚡ Claim
Enables comprehensive email management through IMAP/SMTP protocols with tools f…
B 71 5⁄5 ◉ ⏳ 84 58 — 21 81 99
6696
lordbasilaiassistant-sudo
MCP server for AI agents to deploy ERC-20 tokens on Base with zero gas fees via…
B 71 5⁄4 ◉ ⏳ 57 75 N/A 34 90 95
6697
EmanuelJr
web3-mcp-server ⚡ Claim
Enable to request information from EVM chains
B 71 5⁄5 ◉ ⏳ 80 58 — 26 81 97
6698
BitteProtocol
mcp Claim
Bitte Protocol integration to run AI Agents on several blockchains.
B 71 5⁄5 ◉ ⏳ 78 67 N/A 26 76 98
6699
hiromima
lovable-mcp-server ⚡ Claim 1
An MCP server for real-time analysis of Lovable-generated projects, enabling Cl…
B 71 5⁄4 ◉ ⏳ 94 25 N/A 43 90 96
6700
ofershap
mcp-server-dns ⚡ Claim 1
DNS lookups, reverse DNS, WHOIS, and domain availability checks. Zero auth, zer…
B 71 5⁄5 ◉ ⏳ 51 100 N/A 55 95 46
Showing 6651–6700 of 69052 servers
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