MCP Server Quality Scores

Independent quality analysis of 33641 public MCP servers

33641
Discovered
28827
Scored
2087
Verified
16951
Complete

Last updated 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10901
Zolo-Ryan
MarketAuxMcpServer Claim 1
MCP server for comprehensive market and financial news search with advanced fil…
C 64 55 51 68 22 80 91
10902
adhikasp
mcp-twikit Claim
Interact with Twitter search and timeline
C 64 55 66 41 45 76 93
10903
Dineshkumar-Ponnusamy
Enables users to get current weather information for any city using the OpenWea…
C 64 55 66 32 39 82 97
10904
Xeron2000
Viral Shorts Claim 1
An MCP server that enables discovery and analysis of trending YouTube Shorts us…
C 64 55 75 91 44 81 12
10905
mrseanchow
Cowsay MCP Server Claim
Enables language models to generate fun ASCII art featuring cows and other char…
C 64 66 90 62 0 59 74 100
10906
askjohngeorge
Converts web-based documentation into markdown format using jina.ai's conversio…
C 64 55 66 52 20 78 94
10907
szabadkai
Enables AI assistants to generate high-quality images using OpenAI's DALL-E 3 m…
C 64 55 78 83 23 81 37
10908
NazarKY
Work Integrations MCP Claim 1
An MCP server that enables interaction with Jira to fetch issues by key and per…
C 64 55 71 31 35 81 99
10909
renanlido
A Middleware/Control Plane server that allows AI code agents to securely execut…
C 64 54 66 38 N/A 18 95 94
10910
ProPriyam
Scholar MCP Claim
A local MCP server that allows users to search Google Scholar for academic pape…
C 64 55 60 43 45 82 90
10911
Heht571
OPS MCP Server Claim
A server monitoring and inspection tool collection that provides remote utiliti…
C 64 55 54 58 49 80 77
10912
Jazastry
Enables advanced options analysis and strategy evaluation through Yahoo Finance…
C 64 55 78 33 37 81 84
10913
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables interaction with Rajast…
C 64 55 60 60 21 81 88
10914
schwim23
MyAIGist MCP Claim
A local document intelligence and knowledge management server for Claude Deskto…
C 64 54 72 31 N/A 22 92 97
10915
msnidal
Yellhorn MCP Claim 1
An MCP server that connects Gemini 2.5 Pro to Claude Code, enabling users to ge…
C 64 55 69 37 41 82 88
10916
ejfox
Enable AI assistants to search, play, and control Spotify tracks and playlists …
C 64 55 39 100 N/A 22 81 67
10917
hsgui
Enables recording, querying, and summarizing daily work entries with tags using…
C 64 54 54 58 N/A 22 95 84
10918
CalvinLiuu
Enables comprehensive stock market analysis with portfolio management, technica…
C 64 54 70 31 N/A 24 95 91
10919
kbcrumbs
mcp Claim
Live threat intel for Claude — CVE, KEV predictions, IP lookup, malware hashes.…
C 64 54 60 37 N/A 27 92 100
10920
cfdude
mcp-datetimeday Claim
A lightweight MCP server providing comprehensive date, time, and day-of-week in…
C 64 55 66 33 50 84 88
10921
video-creator
ffmpeg-mcp Claim
Using ffmpeg command line to achieve an mcp server, can be very convenient, thr…
C 64 54 76 28 N/A 47 87 81
10922
OscillateLabsLLC
kiwix-mcp Claim 1
An MCP server that enables interaction with Kiwix HTTP servers to browse, searc…
C 64 55 57 30 57 84 95
10923
pyvista
PyVista MCP Server Claim
Enables 3D visualization capabilities through PyVista integration, allowing use…
C 64 54 56 35 N/A 49 87 94
10924
SpaceStation09
Provide identity linkage and analysis by querying user-related information acro…
C 64 54 50 62 N/A 15 95 90
10925
MediocreTriumph
A comprehensive toolkit that enables automated interaction with Cisco Modeling …
C 64 55 74 38 22 80 96
10926
Franciskkang
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 64 54 66 65 N/A 34 90 56
10927
xiaw1024
MCP Nexus Claim
A unified search and extraction MCP server hosted on Cloudflare Workers that in…
C 64 55 72 43 27 78 92
10928
ReyNeill
Kontxt MCP Server Claim 1
A Model Context Protocol server that connects AI clients to local code reposito…
C 64 54 71 41 N/A 21 87 91
10929
rezashahnazar
Enables intelligent product discovery on Digikala (Iran's largest e-commerce pl…
C 64 55 60 56 27 81 92
10930
jondoesflow
Jira MCP Server Claim
Integrates with Jira Cloud to enable comprehensive issue management, project tr…
C 64 55 68 46 24 80 96
10931
pasie15
Tripo AI MCP Server Claim 2
Enables AI assistants to interact with the Tripo3D AI API to generate 3D models…
C 64 55 74 82 28 80 42
10932
snjyor
MCP service that provides real-time access to Binance cryptocurrency market dat…
C 64 55 68 82 51 80 32
10933
samihalawa
Edge TTS MCP Claim
Enables AI assistants to convert text to speech using Microsoft Edge's Text-to-…
C 64 55 54 52 44 81 90
10934
ssinha3
Time MCP Server Claim 1
A Model Context Protocol server that provides time and timezone conversion capa…
C 64 55 63 100 23 81 34
10935
wudalu
MCP Hot News Server Claim 1
A modern multi-platform hot news aggregation server based on FastMCP that suppo…
C 64 55 62 100 45 81 21
10936
adhikasp
mcp-linkedin Claim 1
A Model Context Protocol (MCP) server that provides tools to interact with Link…
C 64 54 66 37 N/A 42 87 88
10937
zaycruz
Facilitates isolated code execution within Docker containers, enabling secure m…
C 64 55 72 33 34 81 93
10938
dev-ithitchhiker
A tool for manipulating Google Spreadsheet and Google Drive using MCP (Metoro C…
C 64 55 70 32 50 81 86
10939
lininn
Enables AI assistants to review GitLab merge requests by fetching diffs, analyz…
C 64 55 54 42 45 81 98
10940
BACH-AI-Tools
Enables access to Semrush Keyword Magic Tool API for SEO keyword research, incl…
C 64 55 56 100 45 78 30
10941
mcpware
Organize Claude Code memories, skills, MCP servers, commands, agents, rules via…
C 64 54 72 0 N/A 80 84 95
10942
JackKuo666
PubMed-MCP-Server Claim
🔍 Enable AI assistants to search, access, and analyze PubMed articles through a…
C 64 55 70 27 44 82 98
10943
automcp-app
Linkd MCP Server Claim 1
An unofficial Model Context Protocol server that enables programmatic access to…
C 64 55 62 100 22 81 39
10944
croakingtoad
Crawls and indexes documentation websites to Supabase with vector embeddings fo…
C 64 55 66 36 39 81 96
10945
harunamitrader
Provides accurate Pine Script v6 coding assistance through search, completion, …
C 64 54 54 61 N/A 28 95 72
10946
Data-Nexus-Web3
thegraph-mcp Claim 1
An MCP server that powers AI agents with indexed blockchain data from The Graph.
C 64 55 57 41 48 82 93
10947
Pratyay
mac-monitor-mcp Claim 1
Identifies resource-intensive processes on macOS and provides performance impro…
C 64 54 60 40 N/A 30 90 96
10948
enkryptai
Integrates AI safety analysis, red-teaming, and prompt auditing directly into M…
C 64 54 54 52 N/A 35 87 88
10949
alexleventer
A Model Context Protocol server for interacting with the Marketo API that provi…
C 64 55 53 68 23 81 88
10950
hxie-pallas
A server that provides a Machine Control Protocol (MCP) interface to search, ac…
C 64 55 68 41 36 81 92
Showing 10901–10950 of 33641 servers
« Prev 1 217 218 219 220 221 673 Next »