MCP Server Quality Scores

Independent quality analysis of 44440 public MCP servers

44440
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1051
giantswarm
mcp-debug Claim
Command-line tool for debugging MCP servers
B 81 54 72 66 N/A 84 90 100
1052
huangxinping
A MCP (Model Context Protocol) server for fetching HuggingFace daily papers.
B 81 55 94 91 45 81 82
1053
eLyiN
gemini-bridge Claim 1
A lightweight MCP server bridging AI agents to Google's Gemini AI via official …
B 81 55 72 82 80 82 89
1054
mcpware
pagecast Claim
Record any browser page as GIF or video. AI-driven demo recording with scroll/c…
B 81 44 60 N/A N/A 78 95 94
1055
SylphxAI
A TypeScript-based MCP server that implements a simple notes system, allowing u…
B 81 55 84 67 78 80 98
1056
polaroteam
moltdj Claim
AI music and podcast platform for autonomous agents. SoundCloud for AI bots.
B 81 66 96 66 99 39 81 91
1057
Ansvar-Systems
paraguayan-law-mcp Claim 1
Paraguay legislation via MCP -- full-text search across statutes and provisions
B 81 66 92 73 87 48 83 94
1058
Ansvar-Systems
slovak-law-mcp Claim
Slovak legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 49 95 91
1059
amith-vp
indian-railway-mcp Claim 1
MCP server for Indian Railway data. Search trains, check seat availability, get…
B 81 66 79 100 91 31 80 93
1060
JohanCodinha
nREPL MCP Server Claim
Enables interaction with a running Clojure nREPL instance for evaluating Clojur…
B 81 55 96 100 26 81 84
1061
ctaylor86
gohighlevel-mcp Claim
B 81 64 84 86 88 34 84 94
1062
caron14
BigQuery Validator Claim 1
Enables validation and dry-run analysis of BigQuery SQL queries without executi…
B 81 55 96 100 75 81 43
1063
GlobKurier-pl
Track shipments and search shipping products (DPD, InPost, DHL, FedEx, UPS, GLS…
B 81 66 84 86 92 34 82 92
1064
schwarztim
cimc-mcp Claim 2
An MCP server for managing standalone Cisco C-Series rack servers through the C…
B 81 55 73 100 48 81 98
1065
n3wth
r3 (Recall) Claim
An intelligent memory MCP server that provides AI applications with semantic se…
B 81 55 86 65 82 76 100
1066
gensecaihq
Enables intelligent analysis of SonicWall firewall logs through natural languag…
B 81 55 96 77 51 81 89
1067
TheRealAshik
Jules MCP Server Claim 1
Enables orchestration of multiple Jules AI workers for tasks like code generati…
B 81 55 88 70 72 76 96
1068
freema
mcp-jira-stdio Claim 2
MCP server for Jira integration with stdio transport. Enables reading, writing,…
B 81 55 73 83 76 81 95
1069
ucl-sbde
Tacit MCP Claim
Connects AI assistants to Tacit building digital twins to query buildings, equi…
B 81 54 94 70 53 92 88
1070
oathe-ai
oathe-mcp Claim 1
MCP server for https://oathe.ai security audits. Runtime behavioral analysis an…
B 81 55 69 100 68 81 84
1071
SebastianBO
Stock prices, financials, insider trades, institutional holdings for 141K+ comp…
B 81 54 96 63 N/A 57 83 99
1072
dbsectrainer
Real-time cost awareness for MCP agent workflows
B 81 44 70 N/A N/A 75 83 99
1073
Codeturion
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and i…
B 81 55 72 82 N/A 57 95 97
1074
blockscout
mcp-server Claim 1
MCP server for Blockscout
B 81 66 81 80 84 69 81 90
1075
Ansvar-Systems
australian-law-mcp Claim
Australian legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 45 95 91
1076
Ansvar-Systems
maltese-law-mcp Claim
Maltese legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 49 95 91
1077
kovashikawa
BLS MCP Server Claim
Enables access to Bureau of Labor Statistics (BLS) economic data including Cons…
B 81 55 90 91 48 81 84
1078
stefanoamorelli
storybook-mcp-server Claim 1
An MCP server that enables AI assistants to browse Storybook components, manage…
B 81 54 85 56 67 95 99
1079
isaacgounton
Enables AI assistants to interact with BigCommerce stores through comprehensive…
B 81 55 92 100 23 81 89
1080
OpenBudget
Provides access to Israel's OpenBudget API, enabling users to query and search …
B 81 66 92 86 90 29 81 91
1081
PatrickSys
codebase-context Claim
Local MCP server that shows AI agents which patterns your team actually uses, w…
B 81 44 64 N/A N/A 71 95 94
1082
sirmews
apple-notes-mcp Claim 1
Allows the AI to read from your local Apple Notes database (macOS only)
B 81 54 96 58 N/A 49 95 100
1083
hellolucky
v0-mcp Claim 1
Enables the generation and iterative refinement of React UI components from nat…
B 81 55 88 77 60 84 90
1084
ry-ops
git-steer Claim
An autonomous GitHub management engine that enables control over repositories, …
B 81 54 94 55 N/A 73 90 89
1085
paulp-o
Better 'AskUserQuestion' - A lightweight MCP server/OpenCode plugin/Agent Skill…
B 81 54 84 62 N/A 73 95 93
1086
IBM
chuk-mcp-celestial Claim
Provides authoritative astronomical data including moon phases, solar eclipses,…
B 81 66 84 66 85 76 84 92
1087
a-25
iOS code quality analysis and test automation server. Provides comprehensive Xc…
B 81 54 96 58 N/A 64 95 86
1088
deployhq
Model Context Protocol (MCP) server for DeployHQ API integration
B 81 54 78 73 N/A 71 83 99
1089
f4ww4z
mcp-mysql-server Claim 1
Node.js-based MySQL database integration that provides secure MySQL database op…
B 81 54 96 60 N/A 50 89 100
1090
aplaceforallmystuff
Enables local network discovery and security scanning to identify connected dev…
B 81 55 67 100 N/A 46 95 89
1091
KallivdH
Provides real-time Dutch railway (NS) travel information including train schedu…
B 81 55 100 70 50 82 94
1092
mochammadshenna
Enables AI assistants to greet users in 7 different languages including English…
B 81 55 96 57 65 83 100
1093
zzgael
Pedigree MCP Server Claim 1
Generates family pedigree tree diagrams as PNG or SVG images using standard gen…
B 81 55 90 58 77 83 95
1094
Ansvar-Systems
saudi-law-mcp Claim
Saudi legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 47 95 93
1095
KryptosAI
mcp-observatory Claim
Regression testing for MCP servers. Checks capabilities, invokes tools, detects…
B 81 44 71 N/A N/A 64 95 93
1096
lrstanley
Context7 MCP Server (with HTTP SSE and Streamable)
B 81 54 71 90 N/A 54 95 90
1097
AKarenin
Secret MCP Claim
Enables AI assistants to write .env files with secrets stored locally, allowing…
B 81 54 100 57 N/A 43 92 100
1098
bradleylab
stella-mcp Claim 1
Create, read, validate, and save Stella system dynamics models (.stmx files in …
B 81 54 86 56 N/A 72 95 94
1099
luno
Luno MCP Server
B 81 55 86 66 73 81 99
1100
ExpertVagabond
ibmz Claim
IBM Z mainframe MCP server - Key Protect HSM & z/OS
B 81 54 94 61 N/A 52 95 97
Showing 1051–1100 of 44440 servers
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