MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11901
hifriendbot
agentwallet-mcp ⚡ Claim
Permissionless wallet infrastructure for AI agents. 29 tools for wallet creatio…
C 62 6⁄4 ◉ ⏳ 76 72 0 48 83 93
11902
dsouza-anush
Enables dynamic tool discovery and loading for Claude using BM25, regex, and se…
C 62 6⁄6 ◉ ⏳ 94 71 0 24 81 95
11903
format37
youtube_mcp Claim
C 62 5⁄5 ◉ ⏳ 68 43 — 21 74 94
11904
muhenan
Enables automated interaction with Xiaohongshu (Little Red Book) social media p…
C 62 5⁄4 ◉ ⏳ 62 43 N/A 23 90 85
11905
claudiobastos
A template for deploying a Model Context Protocol server on Cloudflare Workers …
C 62 5⁄5 ◉ ⏳ 48 66 — 21 81 85
11906
martinsky999
MCP Git Server ⚡ Claim 3
A Model Context Protocol server that enables LLMs to interact with Git reposito…
C 62 5⁄5 ◉ ⏳ 59 82 — 41 77 44
11907
kimjune01
A MIDI composition system that enables AI assistants to create music through Fl…
C 62 5⁄4 ◉ ⏳ 60 31 N/A 19 95 98
11908
MarijanMiletic
Provides AI assistants with direct access to Salesforce Revenue Cloud data and …
C 62 5⁄5 ◉ ⏳ 66 42 — 25 81 91
11909
abelljs
abell Claim
AI tools related to Abell. Currently includes MCP of Abell
C 62 6⁄4 ◉ ⏳ 60 55 0 82 95 93
11910
Ansvar-Systems
South Korean law database — PIPA, ICT network security, credit information with…
C 62 6⁄6 ◉ ⏳ 90 43 0 70 82 93
11911
kukapay
dex-pools-mcp ⚡ Claim 1
An MCP server that provides AI agents with real-time access to DEX liquidity po…
C 62 5⁄5 ◉ ⏳ 49 37 — 43 82 100
11912
HyperClockUp
An MCP server providing robust browser automation tools for AI assistants, incl…
C 62 5⁄4 ◉ ⏳ 27 53 N/A 51 90 94
11913
FerryZhaoHui
Leiga MCP Server ⚡ Claim
Enables interaction with Leiga issue tracking system through MCP, allowing sear…
C 62 6⁄4 ◉ ⏳ 78 61 0 43 95 92
11914
muminfarooq190
Weather MCP Server ⚡ Claim
Enables users to get weather alerts and forecasts through natural language inte…
C 62 5⁄4 ◉ ⏳ 46 41 N/A 24 95 100
11915
Brucedh
AWS‑IReveal‑MCP
C 62 5⁄5 ◉ ⏳ 68 31 — 36 81 91
11916
nsachin08
Enables interaction with Google Kubernetes Engine (GKE) to list clusters, manag…
C 62 5⁄5 ◉ ⏳ 62 40 — 27 76 99
11917
ashrobertsdragon
Markdown RAG ⚡ Claim
A Retrieval Augmented Generation system that enables AI assistants to perform s…
C 62 5⁄5 ◉ ⏳ 60 32 — 36 82 99
11918
vinayak-mehta
Gmail MCP ⚡ Claim 2
A server that allows Claude to search and retrieve emails from your Gmail accou…
C 62 5⁄5 ◉ ⏳ 60 41 — 37 80 88
11919
HeurisTech
Gmail MCP Server ⚡ Claim
Enables sending emails through Gmail using Google's Gmail API. Requires OAuth a…
C 62 5⁄5 ◉ ⏳ 74 37 — 21 80 90
11920
arushsingh17
brd-enhancer-mcp ⚡ Claim
Enhances developer tasks by retrieving relevant context from project documentat…
C 62 5⁄5 ◉ ⏳ 54 82 — 27 81 55
11921
kakacoding1
Enables AI agents to programmatically control a live Excalidraw canvas through …
C 62 5⁄5 ◉ ⏳ 84 0 — 53 78 97
11922
MAKaminski
Home Depot MCP Server ⚡ Claim 2
Provides comprehensive investment research and analysis for The Home Depot, Inc…
C 62 5⁄5 ◉ ⏳ 72 70 — 22 82 47
11923
hbd
MCP Chat ⚡ Claim
A server that enables users to chat with each other by repurposing the Model Co…
C 62 5⁄5 ◉ ⏳ 48 43 — 43 82 97
11924
BACH-AI-Tools
Provides a comprehensive suite of utility tools for string manipulation, mathem…
C 62 5⁄5 ◉ ⏳ 50 55 — 45 80 77
11925
YassineTk
MCP Docs Provider ⚡ Claim
Enables AI models to seamlessly access and query local markdown technical docum…
C 62 5⁄5 ◉ ⏳ 62 82 N/A 24 95 29
11926
nic01asFr
Grist MCP Server ⚡ Claim 1
An MCP server for interacting with the Grist API, enabling language models to m…
C 62 6⁄6 ◉ ⏳ 69 68 0 73 81 88
11927
derekrbreese
AI-powered Yahoo Fantasy Football assistant for lineup optimization, draft stra…
C 62 6⁄4 ◉ ⏳ 88 43 0 62 90 91
11928
ODAncona
code2prompt-mcp ⚡ Claim 1
An MCP server that analyzes codebases and generates contextual prompts, making …
C 62 5⁄4 ◉ ⏳ 39 45 N/A 44 95 91
11929
ryo-ymd
simplecov-mcp Claim 1
Enables Claude to directly access and analyze Ruby SimpleCov coverage reports f…
C 62 5⁄4 ◉ ⏳ 54 58 N/A 35 94 64
11930
bestK
A remote MCP server implementation for Cloudflare that uses server-sent events …
C 62 5⁄5 ◉ ⏳ 54 63 — 28 81 77
11931
appieschot
An MCP server that delivers jokes on request, allowing Microsoft Copilot Studio…
C 62 5⁄5 ◉ ⏳ 33 55 — 46 83 100
11932
NewJerseyStyle
Pyke MCP Server ⚡ Claim 1
An MCP server for the Pyke logic programming engine that enables LLMs to perfor…
C 62 5⁄5 ◉ ⏳ 39 36 — 67 80 99
11933
MorDavid
Hashcat MCP Server ⚡ Claim 1
A Model Context Protocol server that provides intelligent hashcat integration f…
C 62 5⁄4 ◉ ⏳ 57 45 N/A 18 92 90
11934
dangvinh
MCP OCR Server Claim 1
High-performance OCR server using native Tesseract (C++) for text extraction fr…
C 62 5⁄4 ◉ ⏳ 39 27 N/A 69 92 94
11935
OfficeMCP
OfficeMCP ⚡ Claim
A server that allows AI models to automate Microsoft Office applications (Word,…
C 62 5⁄5 ◉ ⏳ 76 28 — 27 81 90
11936
naveenkumarr1812
A Model Context Protocol (MCP) server that demonstrates mathematical capabiliti…
C 62 5⁄4 ◉ ⏳ 50 37 N/A 23 95 100
11937
mailmodo
Mailmodo ⚡ Claim
Mailmodo
C 62 6⁄6 ◉ ⏳ 66 72 0 62 81 97
11938
zhiyingzzhou
AI Notify MCP ⚡ Claim
Sends system notifications when AI completes responses in MCP-compatible code e…
C 62 5⁄5 ◉ ⏳ 66 75 N/A 23 95 37
11939
KemalEmirhan
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
C 62 5⁄5 ◉ ⏳ 48 66 — 26 84 82
11940
danielscholl
A task tracking and backlog management tool that enables AI assistants to creat…
C 62 5⁄5 ◉ ⏳ 68 36 — 21 81 94
11941
kukapay
uniswap-pools-mcp ⚡ Claim 1
An MCP server for querying Uniswap pools/pairs by token address, delivering cle…
C 62 5⁄5 ◉ ⏳ 49 43 — 39 81 97
11942
nakamura196
Genji MCP Server ⚡ Claim
Provides access to the Genji API for searching and analyzing classical Japanese…
C 62 6⁄6 ◉ ⏳ 84 61 0 44 81 98
11943
RyanLisse
Enables efficient vector database operations for embedding storage and similari…
C 62 5⁄5 ◉ ⏳ 66 60 — 22 81 68
11944
YusefMobasheri
A deployable remote MCP server on Cloudflare Workers that enables the use of cu…
C 62 5⁄5 ◉ ⏳ 48 66 — 21 81 85
11945
imatza-rh
mcp-zuul ⚡ Claim 1
Zuul CI integration with 14 tools for build failure analysis, log search, pipel…
C 62 5⁄5 ◉ ⏳ 76 0 — 85 69 94
11946
danix800
Hello ⚡ Claim
Send a friendly greeting to anyone. Personalize quick intros and acknowledgment…
C 62 5⁄4 ◉ ⏳ 42 50 N/A 17 95 100
11947
odagora
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 62 5⁄5 ◉ ⏳ 48 70 — 24 81 82
11948
ampcome-mcps
Gmail MCP Server ⚡ Claim
Enables AI assistants to interact with Gmail accounts for searching, reading, s…
C 62 5⁄5 ◉ ⏳ 60 46 — 24 80 94
11949
kukapay
blockbeats-mcp ⚡ Claim 1
An MCP server that delivers blockchain news and in-depth articles from BlockBea…
C 62 5⁄5 ◉ ⏳ 57 31 — 43 83 97
11950
alex-rimerman
Enables users to query MLB Statcast, FanGraphs, and Baseball Reference data usi…
C 62 5⁄5 ◉ ⏳ 72 31 — 28 82 91
Showing 11901–11950 of 69111 servers
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