MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29919
Scored
2112
Verified
16953
Complete

Last updated 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1101
AgiMaulana
HuaweiAppGalleryMcp Claim 1
Huawei AppGallery Connect MCP: upload APK/AAB, update metadata, submit and mana…
B 81 44 78 N/A N/A 68 83 93
1102
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
1103
sammcj
Enables LLMs to interact with GitHub issues by providing details as tasks, allo…
B 80 55 90 70 61 82 94
1104
visaacceptance
The Visa Acceptance Model Context Protocol server allows you to integrate with …
B 80 55 96 70 46 81 95
1105
liuhao6741
OpenClaw Memory Claim
Automatically records AI conversation turns and code changes to local Markdown …
B 80 55 72 82 N/A 55 95 93
1106
HCF-S
A secure local DID signer for AmikoNet that manages private keys and creates cr…
B 80 66 100 66 89 39 82 91
1107
kenforthewin
Docker MCP Server Claim
Enables secure execution of shell commands and file operations within isolated …
B 80 55 90 71 52 81 98
1108
arpe-io
lakexpress-mcp Claim 2
MCP server for LakeXpress — automated database-to-cloud data pipeline as Parquet
B 80 55 77 91 N/A 72 95 60
1109
Ansvar-Systems
indonesian-law-mcp Claim
Indonesian legislation via MCP — full-text search across statutes and provisions
B 80 54 75 93 N/A 35 95 91
1110
ruanodendaal
Connects Bear Notes to AI assistants using semantic search and RAG (Retrieval-A…
B 80 54 94 55 N/A 51 95 95
1111
titan213
Enables AI tools to interact with Oracle databases through query execution, sch…
B 80 55 100 53 65 78 99
1112
Vishisht16
humane-proxy Claim
AI safety middleware — detects self-harm and criminal intent in LLM prompts.
B 80 44 72 N/A N/A 75 75 99
1113
antonio-mello-ai
mcp-pfsense Claim
Manage pfSense firewalls through AI assistants — rules, DHCP, DNS, and more
B 80 55 66 82 N/A 65 95 89
1114
omar-haris
Smart Coding MCP Claim 2
Provides intelligent semantic code search using local AI embeddings, enabling n…
B 80 55 88 95 N/A 63 95 48
1115
minagishl
N Lobby MCP Server Claim 2
A Model Context Protocol server that provides secure access to N Lobby school p…
B 80 54 77 66 N/A 67 95 96
1116
jagadeesh52423
Generates SVG diagram files from Mermaid syntax with support for multiple theme…
B 80 54 100 65 N/A 34 95 91
1117
hakunapotato
Enable your LLM to manage tasks, projects, sections, comments, labels, and coll…
B 80 54 86 65 N/A 49 95 97
1118
malloryai
Mallory MCP Server Claim
A robust Model Control Protocol server that enables AI agents to access real-ti…
B 80 55 74 82 68 81 96
1119
BigJai
codemunch-pro Claim 1
Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) ret…
B 80 55 76 82 N/A 47 95 92
1120
debtstack-ai
debtstack-python Claim 1
Corporate debt structure data for AI agents. Search 250+ issuers, 5,000+ bonds …
B 80 55 90 68 61 82 93
1121
OMOPHub
omophub-mcp Claim
Search, lookup, map, and navigate OMOP medical vocabularies via AI agents
B 80 54 88 52 N/A 83 83 98
1122
takumi0706
google-calendar-mcp Claim 1
An MCP server to interface with the Google Calendar API. Based on TypeScript.
B 80 55 81 72 78 82 88
1123
c0tton-fluff
MCP server for Caido proxy integration. Enables AI assistants like Claude Code …
B 80 44 57 N/A N/A 76 95 96
1124
asume21
webear Claim
Give your AI coding assistant ears — capture, analyze, and describe live audio.
B 80 44 76 N/A N/A 61 83 98
1125
SynclyAI
Gmail MCP Server Claim
Provides secure, read-only access to Gmail for Claude CLI with label-based filt…
B 80 55 88 67 74 80 91
1126
inakianduaga
Clockify MCP Claim 1
Clockify MCP
B 80 55 86 95 47 82 79
1127
LangGPT
An MCP server that enables Claude to break down complex problems into manageabl…
B 80 55 75 100 N/A 25 95 90
1128
OtherVibes
mcp-as-a-judge Claim
MCP as a Judge: a behavioral MCP that strengthens AI coding assistants via expl…
B 80 55 60 82 N/A 81 95 86
1129
srprasanna
MCP Skills Server Claim
MCP server that loads and serves skills from a mounted directory with hot reloa…
B 80 54 78 62 N/A 72 94 95
1130
tylerstoltz
ODBC MCP Server Claim
Enables LLM tools like Claude Desktop to query databases via ODBC connections, …
B 80 54 100 58 N/A 38 95 99
1131
citesurf
Citesurf MCP Claim
Enables brand visibility monitoring across major AI platforms like ChatGPT, Cla…
B 80 55 84 72 60 82 100
1132
j-shelfwood
A bridge server that allows LLM tools to interact with an Obsidian vault throug…
B 80 54 78 71 N/A 63 90 95
1133
abyssbugg
Task Manager Claim
Enables users to manage tasks through a simple JSON file interface. Provides ba…
B 80 54 90 58 N/A 59 95 95
1134
metareflection
Enables LLMs to run rule-based molecular interaction simulations using the Kapp…
B 80 66 84 86 88 40 81 91
1135
blazickjp
arxiv-mcp-server Claim
Search arXiv papers, download full text, semantic search, citation graphs, and …
B 80 55 100 57 N/A 59 82 93
1136
timescale
tiger-slack Claim
Real-time Slack ingest and MCP server to power your agentic Slack bots
B 80 54 78 68 N/A 58 95 97
1137
outris-dev-user
outris-identity-mcp Claim 1
Identity resolution MCP server for phone/email lookups across 31+ services. Glo…
B 80 66 69 86 90 48 81 99
1138
possible055
Relace MCP Server Claim
Enables AI-powered instant code merging at 10,000+ tokens/sec and agentic codeb…
B 80 55 66 100 85 80 72
1139
batianVolyc
Enables remote control of AI coding assistants (Claude Code/Codex) via Telegram…
B 80 55 90 91 56 81 71
1140
alisaitteke
npm-mcp Claim 2
MCP server for npm package management, security analysis, and compatibility che…
B 80 55 85 100 N/A 58 95 48
1141
gilbarbara
Agent Hub MCP Claim
Enables multi-agent collaboration across different AI assistants and projects b…
B 80 55 96 61 69 80 92
1142 B 80 54 94 61 N/A 50 92 94
1143
aaronsb
Salesforce Cloud Claim 1
Salesforce CRM integration — opportunities, accounts, SOQL, file downloads, ana…
B 80 44 80 N/A N/A 69 75 95
1144
anzax
dockashell Claim
DockaShell is an MCP server that provides AI agents with isolated Docker contai…
B 80 54 94 46 N/A 70 95 91
1145
isuzu-shiranui
UnityMCP Claim
Unity Editor integration with Model Context Protocol (MCP) enabling AI assistan…
B 80 54 84 58 N/A 59 95 100
1146
BigJai
tokennuke Claim 1
Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) ret…
B 80 55 76 82 N/A 47 95 92
1147
vapvarun
WP Astro MCP Claim 2
An MCP server that automates the migration of WordPress sites into production-r…
B 80 55 81 100 51 81 78
1148
rodgomesc
A VSCode and Cursor extension that captures real-time terminal output and expos…
B 80 54 90 51 N/A 63 95 98
1149 B 80 54 78 73 N/A 57 89 98
1150
bunkerapps
Enables AI assistants to search products, compare prices, and find the best dea…
B 80 55 90 68 58 82 95
Showing 1101–1150 of 59993 servers
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