MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11851
BACH-AI-Tools
An MCP server that provides access to the LinkedIn Bulk Data Scraper API and va…
C 62 55 41 100 45 80 36
11852
rupesh-github01
MCP Server Basic Claim
A basic MCP server example that provides simple arithmetic tools (addition and …
C 62 54 66 27 N/A 24 95 94
11853
CharlieFng
A simplified MCP server that provides a streamlined way to interact with AWS Cl…
C 62 55 54 47 23 81 98
11854
codit04
Enables AI assistants to access PSG College of Technology e-campus portal data …
C 62 55 62 31 37 81 100
11855
wgh1992
A serverless MCP implementation on Cloudflare Workers that allows deploying cus…
C 62 55 48 66 26 84 81
11856
chaitanyaiscoding
An MCP server designed to automate Django database setup and management, includ…
C 62 54 57 45 N/A 22 80 99
11857
kachiO
mlx-whisper-mcp Claim
Local MCP server for MLX Whisper transcription
C 62 54 56 30 N/A 44 90 90
11858
RRP12
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 62 55 48 70 24 81 79
11859
mcptrust
mcptrust Claim
Runtime security proxy for MCP: lockfile enforcement, drift detection, artifact…
C 62 54 78 30 N/A 68 95 38
11860
muhenan
Enables automated interaction with Xiaohongshu (Little Red Book) social media p…
C 62 54 62 43 N/A 23 90 85
11861
Sharan0402
Parses PDF receipts to extract grocery and shopping expenses, automatically cat…
C 62 54 54 38 N/A 24 95 93
11862
glassBead-tc
Provides current weather data and city comparisons for any location with suppor…
C 62 55 66 35 22 82 100
11863
barwalgayatri02
A demonstration project for building and testing Model Context Protocol (MCP) s…
C 62 54 64 22 N/A 29 95 99
11864
terellcodes
Enables web search capabilities through the Tavily API, allowing users to searc…
C 62 55 54 50 25 76 99
11865
liang04
SSH MCP Server Claim 1
Enables secure SSH connections to multiple remote servers with support for comm…
C 62 55 54 82 48 81 40
11866
sirlordt
Execute commands in visible VSCode terminal tabs with output capture and sessio…
C 62 54 72 0 N/A 55 87 98
11867
lobstercare
A server that allows AI models to control and interact with aircraft in the Geo…
C 62 54 60 26 N/A 28 95 97
11868
freibergergarcia
Provides instant access to WordPress.org documentation, WordPress VIP guides, a…
C 62 66 96 52 0 43 81 95
11869
temiedani
YouTube MCP Server Claim
Enables AI models to interact with YouTube content through video search, channe…
C 62 55 60 41 23 80 99
11870
Jackchen0514
Enables deployment of MCP servers on Cloudflare Workers without authentication …
C 62 55 48 70 24 81 78
11871
issuebadge
A Model Context Protocol server that enables AI assistants to create, issue, an…
C 62 66 69 75 0 49 81 99
11872
allenbijo
A lightweight server that provides real-time system information including CPU, …
C 62 54 56 22 N/A 43 90 100
11873
frocher
Luskad MCP Claim
Provides access to coding rules, standards, and project documentation from Lusk…
C 62 66 80 66 0 47 80 100
11874
YassineTk
MCP Docs Provider Claim
Enables AI models to seamlessly access and query local markdown technical docum…
C 62 55 62 82 N/A 24 95 29
11875
kesslerio
Streamline your Attio workflows using natural language to search, create, updat…
C 62 66 90 51 0 74 69 93
11876
smallwhitelz
Weather MCP Server Claim 1
An MCP server integrated with the QWeather API that provides real-time weather …
C 62 54 41 62 N/A 27 94 83
11877
Fewsats
Sherlock Domains MCP Claim 1
An MCP server that enables users to buy and manage domains through Claude.
C 62 54 57 35 N/A 29 95 90
11878
FerryZhaoHui
Leiga MCP Server Claim
Enables interaction with Leiga issue tracking system through MCP, allowing sear…
C 62 64 78 61 0 43 95 92
11879
wgh1992
A serverless deployment for running Model Context Protocol (MCP) servers on Clo…
C 62 55 48 68 21 81 83
11880
Nikhil-Kandekar
Enables automated GitHub login through browser automation using Playwright. Pro…
C 62 54 54 36 N/A 26 95 97
11881
larasrinath
BLS MCP Claim 1
Enables users to query U.S. labor statistics, including employment, CPI, and wa…
C 62 55 70 0 64 84 98
11882
rutika196
Vizdown-MCP Claim
Converts Markdown files into professional diagrams such as flowcharts, mind map…
C 62 54 66 27 N/A 33 90 91
11883
reuvenaor
MCP server for Shadcn UI, enabling automated, remote, or containerized project …
C 62 64 69 65 0 46 95 100
11884
rymurr
Signal MCP Claim
An MCP integration for signal-cli that allows AI agents to send and receive Sig…
C 62 54 60 33 N/A 29 88 98
11885
MarijanMiletic
Provides AI assistants with direct access to Salesforce Revenue Cloud data and …
C 62 55 66 42 25 81 91
11886
kukapay
eips-mcp Claim 1
An MCP server for providing semantically related Ethereum Improvement Proposals…
C 62 54 51 30 N/A 40 92 100
11887
post-crawl
A Cloudflare Workers-based server that provides AI assistants with access to se…
C 62 66 86 73 0 36 81 93
11888
wmoto-ai
MCP Outlook Tools Claim 1
A Model Context Protocol server that enables AI assistants to interact with Mic…
C 62 54 45 43 N/A 45 95 84
11889
jpbester
payfast Claim 2
MCP server for PayFast — AI assistants interact with South Africa's payment gat…
C 62 64 57 72 0 54 94 100
11890
aserranoni
Org-roam MCP Server Claim 1
Enables interaction with org-roam knowledge bases, allowing search, retrieval, …
C 62 64 94 56 0 31 90 94
11891
TurboML-Inc
A template MCP server that provides job searching tools (analyze descriptions, …
C 62 66 84 72 0 47 81 83
11892
sanchorelaxo
Enables control of OpenSimulator virtual world servers through console commands…
C 62 55 54 82 21 81 62
11893
nhype
MCP server for any Microsoft Exchange / OWA deployment. Gives LLM agents access…
C 62 54 45 41 N/A 47 90 88
11894
muminfarooq190
Weather MCP Server Claim
Enables users to get weather alerts and forecasts through natural language inte…
C 62 54 46 41 N/A 24 95 100
11895
mattjegan
swarmia-mcp Claim
Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for qui…
C 62 66 90 68 0 37 81 91
11896
KelvinQiu802
A server for Model Context Protocol (MCP) that uses Server-Sent Events (SSE) fo…
C 62 55 48 62 24 81 87
11897
cremich
Allows AI assistants to access prompts from promptz.dev API without copy-pastin…
C 62 66 86 66 0 47 78 94
11898
aantti
mcp-netbird Claim 1
MCP Server for Netbird
C 62 55 77 37 46 81 61
11899
milancermak
Starknet MCP Server Claim 2
Facilitates interaction with Starknet blockchain via MCP by exposing various RP…
C 62 55 74 58 38 80 50
11900
SPAIK-io
Enables AI-powered ROI prediction and tracking with Monte Carlo simulations, Du…
C 62 55 72 65 52 80 35
Showing 11851–11900 of 66495 servers
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