MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10951
antonpk1
A Model Context Protocol server built with Express.js that provides cryptograph…
C 64 5⁄5 ◉ ⏳ 63 47 — 34 76 98
10952
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables interaction with Rajast…
C 64 5⁄5 ◉ ⏳ 60 60 — 21 81 88
10953
featherflow
BitScale MCP Server ⚡ Claim 1
Connects your BitScale workspace to Claude, allowing you to manage grids, fetch…
C 64 5⁄5 ◉ ⏳ 54 40 — 48 82 100
10954
annyzhou
Gmail MCP ⚡ Claim
A read-only MCP server that enables users to interact with the Gmail API to sea…
C 64 5⁄5 ◉ ⏳ 60 37 — 42 82 99
10955
Derrbal
Enables AI assistants to interact with TestRail test management systems through…
C 64 6⁄6 ◉ ⏳ 96 72 0 31 81 95
10956
ssinha3
Time MCP Server ⚡ Claim 1
A Model Context Protocol server that provides time and timezone conversion capa…
C 64 5⁄5 ◉ ⏳ 63 100 — 23 81 34
10957
argia-andreas
Linear MCP Server ⚡ Claim 1
A server that allows AI assistants to access and retrieve Linear ticket data th…
C 64 5⁄5 ◉ ⏳ 68 70 — 25 81 66
10958
czangyeob
MCP PII Tools ⚡ Claim
Enables high-precision detection, anonymization, encryption and decryption of p…
C 64 5⁄5 ◉ ⏳ 80 43 — 22 81 82
10959
YoshiSaurus
mcp-otle ⚡ Claim 1
An MCP server that simulates the Chipotle ordering experience, allowing AI agen…
C 64 5⁄5 ◉ ⏳ 51 53 — 35 82 97
10960
Traia-IO
Provides AI agents and LLMs with standardized tools to interact with the ICON M…
C 64 5⁄5 ◉ ⏳ 68 43 — 24 82 95
10961
automcp-app
Linkd MCP Server ⚡ Claim 1
An unofficial Model Context Protocol server that enables programmatic access to…
C 64 5⁄5 ◉ ⏳ 62 100 — 22 81 39
10962
lmorchard
Provides access to Brian Eno and Peter Schmidt's Oblique Strategies card deck t…
C 64 5⁄5 ◉ ⏳ 70 31 — 31 84 99
10963
Pratyay
mac-monitor-mcp ⚡ Claim 1
Identifies resource-intensive processes on macOS and provides performance impro…
C 64 5⁄4 ◉ ⏳ 60 40 N/A 30 90 96
10964
dinek-k
A Model Context Protocol server providing tools for SQLite database operations …
C 64 5⁄5 ◉ ⏳ 71 91 — 21 81 40
10965
Xeron2000
Viral Shorts ⚡ Claim 1
An MCP server that enables discovery and analysis of trending YouTube Shorts us…
C 64 5⁄5 ◉ ⏳ 75 91 — 44 81 12
10966
crazyrabbitLTC
An MCP server that implements a structured workflow for LLM-based coding, guidi…
C 64 5⁄5 ◉ ⏳ 77 82 — 33 81 32
10967
lzsheng
Yapi Auto MCP Server ⚡ Claim 1
An MCP server for the YApi platform that allows AI assistants to search, create…
C 64 5⁄5 ◉ ⏳ 39 68 — 51 80 84
10968
arch3rPro
MCP-PST-Server ⚡ Claim
Enables AI-assisted penetration testing by connecting MCP clients to a Windows …
C 64 5⁄5 ◉ ⏳ 84 28 — 43 78 79
10969
japisuru
An MCP-compatible server that enables LLM agents to interact with Aucterra's do…
C 64 5⁄5 ◉ ⏳ 54 60 — 41 81 83
10970
luiox
openocd-mcp ⚡ Claim
An OpenOCD debug MCP server that manages debugging targets and sessions by reus…
C 64 5⁄4 ◉ ⏳ 62 33 N/A 49 90 89
10971
Gorvey
A Model Context Protocol server that allows AI development tools like Cursor an…
C 64 5⁄5 ◉ ⏳ 47 68 — 50 80 76
10972
joe-watkins
WCAG MCP Server ⚡ Claim
Provides comprehensive access to WCAG 2.2 accessibility guidelines, including a…
C 64 6⁄6 ◉ ⏳ 94 68 0 34 81 100
10973
LLMBaseAI
Enables fetching and processing web content with advanced features including ba…
C 64 6⁄6 ◉ ⏳ 90 62 0 59 80 93
10974
HeyGarrison
CF-MCP ⚡ Claim
A Cloudflare Worker that demonstrates wrapping REST APIs with Model Context Pro…
C 64 5⁄5 ◉ ⏳ 78 31 — 25 81 99
10975
ManuelBerrueta
Hacking Buddy MCP ⚡ Claim
A proof-of-concept tool that integrates AI into security operations, allowing u…
C 64 5⁄4 ◉ ⏳ 66 26 N/A 41 95 92
10976
itrimble
Image Viewer MCP ⚡ Claim 1
A Model Context Protocol server that enables Claude to display and interact wit…
C 64 5⁄5 ◉ ⏳ 51 100 N/A 20 95 38
10977
kuai0901
iRAG MCP Server ⚡ Claim 2
A Model Context Protocol server that enables Claude Desktop to generate images …
C 64 5⁄5 ◉ ⏳ 57 75 — 22 80 76
10978
clarencyu-boop
sentinel ⚡ Claim
Crypto trading backtesting, bot deployment, AI strategy, and account management…
C 64 6⁄6 ◉ ⏳ 88 72 0 62 71 95
10979
CalvinLiuu
Enables comprehensive stock market analysis with portfolio management, technica…
C 64 5⁄4 ◉ ⏳ 70 31 N/A 24 95 91
10980
Demontie
An MCP server that retrieves product data from the DummyJSON API, supporting fi…
C 64 5⁄5 ◉ ⏳ 51 100 — 19 81 53
10981
kukapay
crypto-pegmon-mcp ⚡ Claim
Tracking stablecoin peg integrity across multiple blockchains.
C 64 5⁄5 ◉ ⏳ 66 30 — 38 82 100
10982
Toru-Takagi
Enables interaction with Togello's task management and activity tracking system…
C 64 5⁄5 ◉ ⏳ 48 62 — 34 82 94
10983
1ch1n
Enables semantic search across your local AI conversation history (ChatGPT, Cla…
C 64 5⁄5 ◉ ⏳ 64 26 — 57 82 93
10984
p-poss
DJ Claude Claim
A music MCP server enabling multi-agent collaboration where AI agents jam toget…
C 64 6⁄4 ◉ ⏳ 96 46 0 50 95 93
10985
clawd800
pumpclaw Claim
Free token launcher on Base. Deploy ERC-20 tokens via Uniswap V4 with 80% creat…
C 64 5⁄4 ◉ ⏳ 78 27 N/A 41 75 96
10986
lapras-inc
lapras-mcp-server ⚡ Claim
LAPRASの公式MCPサーバーで、求人検索や職歴・スキル管理を可能にします。
C 64 5⁄4 ◉ ⏳ 74 42 — 80 95 30
10987
zachsai
Hevy MCP ⚡ Claim 1
An MCP server that connects AI clients to the Hevy workout tracking app, allowi…
C 64 5⁄5 ◉ ⏳ 45 67 — 30 80 93
10988
yuanoOo
OceanBase MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to securely interact…
C 64 5⁄5 ◉ ⏳ 75 28 — 40 81 91
10989
snjyor
MCP service that provides real-time access to Binance cryptocurrency market dat…
C 64 5⁄5 ◉ ⏳ 68 82 — 51 80 32
10990
codyde
MCP File Server Claim 1
Enables AI models to perform file system operations (reading, creating, and lis…
C 64 5⁄4 ◉ ⏳ 54 58 N/A 20 95 86
10991
JackKuo666
PubMed-MCP-Server ⚡ Claim
🔍 Enable AI assistants to search, access, and analyze PubMed articles through a…
C 64 5⁄5 ◉ ⏳ 70 27 — 44 82 98
10992
IncomeStreamSurfer
Provides tools for generating and editing images using OpenAI's gpt-image-1 mod…
C 64 5⁄5 ◉ ⏳ 60 51 — 36 81 88
10993
jalehman
MCP Sage Claim 1
An MCP server that provides tools for getting second opinions or detailed code …
C 64 5⁄5 ◉ ⏳ 51 70 — 24 81 89
10994
kenjihikmatullah
Integrates Productboard API into agentic workflows, allowing interaction with c…
C 64 6⁄6 ◉ ⏳ 96 62 0 40 81 98
10995
quietnotion
barevalue-mcp ⚡ Claim
AI podcast editing as a service. Upload raw audio or submit a URL, get back edi…
C 64 6⁄4 ◉ ⏳ 94 71 0 33 83 99
10996
steven-altitude
Grist MCP Server ⚡ Claim
Connects Claude Desktop to Grist spreadsheets, enabling users to browse documen…
C 64 5⁄5 ◉ ⏳ 66 43 — 22 82 99
10997
imrnbeg
Jira MCP Server ⚡ Claim
Enables fetching and viewing Jira issue details directly through Claude Desktop…
C 64 5⁄5 ◉ ⏳ 84 25 — 25 81 96
10998
rukasuamarike
Synphony MCP ⚡ Claim
Enables management of local video datasets with directory browsing and direct u…
C 64 5⁄5 ◉ ⏳ 70 38 — 21 81 100
10999
kkShrihari
Integrates the miEAA 3.x bioinformatics platform with Claude Desktop, enabling …
C 64 5⁄5 ◉ ⏳ 78 65 — 33 83 47
11000
quintana1308
MCP MariaDB Server ⚡ Claim
Enables AI assistants to interact with MariaDB databases through SQL operations…
C 64 5⁄5 ◉ ⏳ 66 38 — 39 81 96
Showing 10951–11000 of 69093 servers
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