MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6751
Rohitkumar0056
A web application for securely managing GitHub tokens and providing centralized…
B 71 55 96 71 21 81 69
6752
praveenc
MCP Server Builder Claim
Provides searchable access to official MCP protocol specification and FastMCP f…
B 71 55 60 60 65 81 92
6753
eclipsevr-live
A comprehensive Twitch MCP (Model Context Protocol) server providing chat moder…
B 71 55 70 73 22 81 97
6754
pasie15
Provides AI-powered audio generation and processing through the MusicGPT API, e…
B 71 55 90 40 50 81 89
6755
EmilLindfors
mcp Claim 1
A crate for making MCP (Model Context Protocol) compatible programs with rust
B 71 54 72 68 N/A 24 90 89
6756
fredriksknese
mcp-ninjaone Claim 2
An MCP server that connects AI assistants to the NinjaOne remote monitoring and…
B 71 55 73 68 38 80 89
6757
BACH-AI-Tools
Biztoc MCP Server Claim 1
An MCP server that provides access to the Biztoc API for retrieving latest busi…
B 71 55 41 100 45 81 87
6758
988664li-star
Enables web search through DuckDuckGo and webpage content fetching with intelli…
B 71 55 56 82 43 81 90
6759
pysorflow
A comprehensive Model Context Protocol (MCP) server for product inventory manag…
B 71 55 94 51 16 81 96
6760
SK-DEV-AI
BlenderMCP Claim
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
B 71 54 80 38 N/A 47 88 99
6761
datastrato
A FastMCP integration server that provides access to Apache Gravitino metadata …
B 71 55 68 60 44 81 100
6762
RosTeHeA
Iridium MCP Server Claim 1
Connects AI agents to Iridium fitness data to query workout history, nutrition …
B 71 55 70 68 31 82 98
6763
vishnumouli
Enables searching for keywords in files with support for case-sensitive/insensi…
B 71 54 78 57 N/A 24 90 94
6764
sudinigoutham
An MCP server that scrapes content from web pages, including JavaScript-heavy s…
B 71 54 63 56 N/A 39 92 99
6765
vinhphamai23
Integrates the Brave Search API to provide web and local search capabilities, i…
B 71 55 78 67 27 82 91
6766
pbandreddy
Provides programmatic access to BlazeMeter's performance testing platform throu…
B 71 55 78 71 23 81 91
6767
fovi-llc
A Model Context Protocol server that provides tools for interacting with both R…
B 71 55 57 82 39 81 90
6768
PromptMixerDev
Enables AI assistants to search documentation of packages and services to find …
B 71 55 84 66 18 81 91
6769
hydrolix
mcp-hydrolix Claim
Hydrolix time-series datalake integration providing schema exploration and quer…
B 71 55 80 42 54 80 96
6770
kstonekuan
Enables Claude Code to send notifications to Discord channels via webhooks when…
B 71 55 72 62 46 81 91
6771
marouanemkm
Provides AI agents with unified access to Gmail for email management (send, rea…
B 71 55 84 58 24 81 94
6772
nacgarg
A local MCP server that exposes Bazel build system functionality to AI agents, …
B 71 55 86 75 N/A 37 95 46
6773
timkulbaev
mcp-linkedin Claim 1
LinkedIn publishing, commenting, and reacting via Unipile API. Dry-run by defau…
B 71 55 63 58 64 80 94
6774
mattreya
Playwright MCP Claim 1
Enables LLMs to perform browser automation and web page interactions using Play…
B 71 55 62 100 52 81 52
6775
brs077
Bridges Claude Code to CNCjs to enable remote control and monitoring of GRBL-ba…
B 71 54 66 62 N/A 30 95 96
6776
srafi26
MCP Server Claim 1
A Model Context Protocol server implementation that provides basic utility tool…
B 71 55 75 100 N/A 23 95 40
6777
powerdrillai
Powerdrill MCP Server Claim 1
An MCP server that provides tools to interact with Powerdrill (https://powerdri…
B 71 55 65 72 51 76 86
6778
samihalawa
Enables AI assistants to automate Next.js development including project scaffol…
B 71 54 54 62 N/A 41 95 100
6779
CHIBOLAR
Enables seamless Jira integration through browser-based OAuth authentication, p…
B 71 55 72 66 26 81 99
6780
vvarp
openapi-slice-mcp Claim
B 71 54 66 38 N/A 64 92 98
6781
lordbasilaiassistant-sudo
MCP server for AI agents to deploy ERC-20 tokens on Base with zero gas fees via…
B 71 54 57 75 N/A 34 90 95
6782
angrysky56
Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases…
B 71 55 90 31 49 80 100
6783
bobtista
Create videos and images using Luma AI, this MCP server handles all API functio…
B 71 55 84 82 22 81 66
6784
ahodroj
MCP Iceberg Catalog Claim 1
A Model Context Protocol server that provides a SQL interface for querying and …
B 71 55 79 100 22 81 51
6785
r3xsean
bigread-mcp Claim
Calculates optimal chunk offsets for large files to bypass Claude Code's 50K ch…
B 71 54 66 52 N/A 50 92 95
6786
JoeyRubas
Celery MCP Claim
Enables interaction with Celery distributed task queues through MCP tools. Supp…
B 71 55 54 82 42 81 92
6787
woshizhouzhuo-ux
flomo-mcp Claim
A simple notes system that allows creating, storing, and accessing text notes t…
B 71 54 78 47 N/A 25 95 100
6788
kumaran-is
MCP Weather Server Claim
Provides real-time weather information and multi-day forecasts using the Open-M…
B 71 55 86 100 33 81 37
6789
GLINCKER
glin-profanity-mcp Claim
Content moderation and profanity detection MCP server with 19 tools, 24 languag…
B 71 64 96 68 0 81 92 96
6790
nanameru
Sora2 MCP Claim 1
Enables programmatic creation, management, and remixing of AI-generated videos …
B 71 55 78 68 21 80 93
6791
TYLERSFOSTER
Enables LLMs to control synthesizer parameters in real-time by translating natu…
B 71 54 90 28 N/A 32 95 100
6792
microsoft
markitdown Claim
MCP tool access to MarkItDown -- a library that converts many file formats (loc…
B 71 54 72 30 N/A 72 94 94
6793
karayaman
Interact with the Lichess chess platform using natural language. Manage your ac…
B 71 55 85 65 N/A 43 81 68
6794
ach968
Finnhub MCP Server Claim 2
An MCP server that provides access to financial market data via the Finnhub API…
B 71 55 69 72 27 82 93
6795
jaipandya
MCP server for Product Hunt. Interact with trending posts, comments, collection…
B 71 54 57 73 N/A 31 92 98
6796
54rt1n
Container-MCP Claim
A secure, container-based implementation of the Model Context Protocol (MCP) th…
B 71 55 72 55 46 81 100
6797
aamar-shahzad
MCP Screenshot Server Claim 1
Enables capturing screenshots and annotating images with boxes, arrows, text, h…
B 71 55 72 58 53 80 92
6798
iamarunbrahma
mediallm Claim
B 71 54 84 33 N/A 60 90 88
6799
nebius
Nebius MCP Server Claim
Enables AI agents to fetch Nebius cloud service documentation and execute Nebiu…
B 71 54 60 58 N/A 57 89 93
6800
dinesh-nalla-se
playwright-mcp Claim 1
Playwright Tools for MCP
B 71 55 62 100 N/A 54 83 46
Showing 6751–6800 of 66455 servers
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