MCP Server Quality Scores

Independent quality analysis of 58691 public MCP servers

58691
Discovered
29883
Scored
2112
Verified
16953
Complete

Last updated 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5751
cni-locates-rumen
t-pane MCP Server Claim 2
Enables Claude to execute commands and manage directory-aware panes within tmux…
B 73 54 94 57 N/A 23 87 91
5752
MadeByTokens
An LLM-optimized server for reverse-engineering and navigating minified JavaScr…
B 73 54 66 62 N/A 54 90 93
5753
rkm097git
Enables direct creation and management of educational content on the EuConquist…
B 73 55 90 63 28 81 87
5754
z9905080
MCP Server for Slack Claim 2
A Model Context Protocol server implementation that enables AI assistants to in…
B 73 55 63 66 56 80 98
5755
msftnadavbh
Provides AI assistants with real-time access to Azure retail pricing informatio…
B 73 55 90 38 61 83 89
5756
kompallik
Atlassian MCP Server Claim 1
Provides integration with Atlassian products through the Model Context Protocol…
B 73 55 86 67 16 80 100
5757
pgEdge
Enables SQL queries against PostgreSQL databases through MCP-compatible clients…
B 73 54 84 41 77 90 75
5758
zazencodes
Unit Converter MCP Claim
Provides precise conversions between different units of measurement including t…
B 73 54 60 57 N/A 58 95 98
5759
kohasummons
ChainGPT MCP Claim
Enables AI agents to access crypto-related information including latest news, p…
B 73 55 66 70 58 81 89
5760
MonsterOne1
memU MCP Server Claim
Enables AI applications to use advanced memory management capabilities through …
B 73 55 84 68 30 81 92
5761
bsmi021
A dedicated server that wraps Google's Gemini AI models in a Model Context Prot…
B 73 55 96 43 51 80 90
5762
Kalvisan
GuardianMCP Claim
Automatically scans project dependencies (npm, Composer) for security vulnerabi…
B 73 55 84 51 53 81 91
5763
MikeyBeez
mcp-math Claim
Provides exact arithmetic and verification tools using SymPy and fractions to s…
B 73 54 90 60 N/A 22 89 87
5764
masseater
Enables AI models to manage n8n workflow automation through a standardized inte…
B 73 55 78 68 55 81 75
5765
jrszilard
Provides access to residential building codes (NEC, IRC, IPC), material specifi…
B 73 55 96 56 23 82 90
5766
ycjcl868
A Model Context Protocol server that provides real-time CNN Fear & Greed Index …
B 73 54 67 60 N/A 48 92 96
5767
dwain-barnes
Provides access to the police.uk API with 21 tools to query UK crime data, poli…
B 73 55 94 83 37 81 51
5768
ssdeanx
Hi-AI Claim
AI development assistant with 36 specialized tools for memory management, code …
B 73 55 78 58 55 81 87
5769
willpowell8
Enables AI assistants to interact with SAP Signavio Process Manager through its…
B 73 55 84 100 29 81 54
5770
vidhupv
An MCP server that allows Claude to create, manage and publish X/Twitter posts …
B 73 54 63 66 N/A 45 90 100
5771
yw0nam
MCP-A2A-Gateway Claim
Bridges Model Context Protocol (MCP) with Google's Agent-to-Agent (A2A) protoco…
B 73 55 60 82 49 81 87
5772
Whitemarmot
postbolt Claim
Publish to 13+ social media platforms from any AI agent via MCP.
B 73 54 60 70 N/A 55 80 98
5773
zhenkai-dev
Provides real-time weather forecasts for locations across Malaysia by fetching …
B 73 54 72 67 N/A 27 92 95
5774
mholzen
workflowy Claim
Powerful CLI and MCP server for WorkFlowy: reports, search/replace, backup supp…
B 73 54 76 41 N/A 80 83 92
5775
samy-clivolt
Reddit MCP Server Claim
Enables comprehensive Reddit interaction including fetching posts, analyzing us…
B 73 55 84 58 47 81 90
5776
xiangma9712
MySQL MCP Server Claim
Enables interaction with a MySQL database via JSON commands, supporting read-on…
B 73 55 90 48 49 74 100
5777
failed33
Control ParaView through arbitrary Python code
B 73 54 72 38 N/A 75 95 92
5778
qwang07
Duck Duck MCP Claim 2
This MCP server utilizes DuckDuckGo for web searches, providing structured sear…
B 73 55 76 63 38 82 97
5779
ampcome-mcps
A server implementation that enables LLMs to interact with Salesforce data thro…
B 73 54 74 61 N/A 43 87 96
5780
Ejb503
This TypeScript-based server implements a simple notes system, allowing users t…
B 73 55 96 45 33 81 97
5781
georgejeffers
Enables searching and retrieving UK case law from The National Archives, includ…
B 73 54 55 73 44 95 94
5782
zhizhuodemao
JS Reverse MCP Claim
Enables AI coding assistants to debug and analyze JavaScript code in web pages …
B 73 54 84 25 N/A 62 94 99
5783
reedm121
pty-mcp Claim
Provides a pseudo-terminal (PTY) interface that allows AI agents to interact wi…
B 73 54 66 63 N/A 50 90 95
5784
Sivan22
mcp-otzaria-server Claim 1
An MCP server that provides powerful search capabilities for Jewish texts and l…
B 73 54 79 60 N/A 40 95 84
5785
NehoraiHadad
Enables AI assistants to create, edit, and manage Telegraph pages programmatica…
B 73 55 94 82 51 81 44
5786
vedtechsolutions
Engram MCP Claim 2
Engram MCP provides persistent, cross-session memory for AI agents by automatic…
B 73 55 78 100 N/A 38 95 39
5787
patrup
Enables AI assistants to create, read, convert, and manipulate LibreOffice docu…
B 73 54 72 53 N/A 52 90 94
5788
colvint
An MCP server that provides access to personal financial data from Monarch Mone…
B 73 55 85 66 21 81 100
5789
agent5ive
Enables MCP-compatible clients to interact with deployed Agent5ive agents as to…
B 73 55 80 100 47 81 42
5790
Dhavaleswar
Explore MCP Claim
A demonstration MCP server that exposes basic arithmetic tools (add, subtract, …
B 73 54 72 62 N/A 29 95 100
5791
Cresium
Cresium MCP Server Claim
Enables AI tools to manage financial operations through the Cresium Partner API…
B 73 55 78 65 35 80 100
5792
vic3custodio
Automates trade surveillance support workflows by parsing inquiry emails, searc…
B 73 55 60 82 N/A 31 95 86
5793
lin037
MCP Diagnostics Claim 2
A MCP server for Trae IDE that reads and reports diagnostic information (errors…
B 73 54 69 66 N/A 40 92 94
5794
Kallows
A Python implementation of an MCP server that enables secure, local Bitbucket i…
B 73 54 86 58 N/A 22 89 99
5795
mcp360
Unified MCP Gateway Platform, Marketplace & Custom MCPs
B 73 55 90 72 N/A 27 81 79
5796
flytohub
flyto-core Claim
Deterministic execution engine for AI agents with 412 modules across 78 categor…
B 73 54 60 38 N/A 92 88 100
5797
mic-havock
A comprehensive demonstration server that provides tools for calculations, weat…
B 73 55 84 62 30 80 100
5798
mario-andreschak
Whatsapp-Web MCP
B 73 54 60 66 N/A 50 90 98
5799
pgzhang
Integrates a remote smart search API to provide powerful web search capabilitie…
B 73 55 78 71 27 81 94
5800
kaeljune
Enables control of Fibaro Home Center 3 smart home devices through natural lang…
B 73 55 78 100 N/A 23 95 50
Showing 5751–5800 of 58691 servers
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