MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1101
eric-tramel
zoty Claim
A lightweight MCP server that connects AI agents to a local Zotero library for …
B 81 55 68 82 N/A 65 95 95
1102
biocontext-ai
skill-to-mcp Claim
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
B 81 55 72 82 N/A 72 81 97
1103
citizenteam
Enables deployment and management of applications on the Citizen platform from …
B 80 55 78 100 34 80 94
1104
delega-dev
delega-mcp Claim
Task management API built for AI agents. Create, delegate, and track tasks with…
B 80 54 76 72 83 81 94
1105
sota-deploy
sota Claim
Deploy web apps via AI agents with sota.io. 9 tools for deploy, logs, env, and …
B 80 54 84 68 N/A 62 89 95
1106
daedalus
mcp-epochs Claim
Provides current Unix timestamp in seconds, milliseconds, and ISO 8601 format t…
B 80 44 60 67 95 100
1107
dsgarage
ReviewMCP Claim 1
Enables automatic validation and correction of Re:VIEW manuscript files by chec…
B 80 55 78 82 N/A 33 95 100
1108
hannesrudolph
mcp-ragdocs Claim 2
An MCP server implementation that provides tools for retrieving and processing …
B 80 54 79 71 N/A 56 90 99
1109
TranChiHuu
MCP SQL Server Claim
Enables querying and managing PostgreSQL and MySQL databases through natural la…
B 80 55 84 100 29 81 89
1110
nendotools
Tree-Sitter MCP Claim
Enables fast semantic code search and analysis across 15+ programming languages…
B 80 54 100 37 N/A 80 95 89
1111
lex-tools
A Model Context Protocol (MCP) server designed to easily dump your codebase con…
B 80 54 90 63 N/A 59 92 91
1112
vujasinovic
An MCP server that enables AI assistants to navigate, search, and analyze local…
B 80 54 75 68 N/A 71 95 90
1113
kobzevvv
MoldSim MCP Server Claim 1
Injection molding simulation expertise — materials, process validation, and DFM…
B 80 55 90 100 N/A 57 92 50
1114
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
1115
ykarapazar
word-mcp-live Claim 1
Enables AI assistants to edit Microsoft Word documents live while they are open…
B 80 55 90 82 N/A 61 75 83
1116
cronus42
Provides tools for interacting with the Transmission BitTorrent client via natu…
B 80 54 90 67 N/A 34 95 100
1117
lininn
GitLab Review MCP Claim
Enables code review operations on GitHub and GitLab, including fetching pull/me…
B 80 55 84 100 77 81 52
1118
vs4vijay
espresso-mcp Claim 1
espresso-mcp
B 80 55 72 82 N/A 67 95 79
1119
Ansvar-Systems
jamaican-law-mcp Claim 1
Jamaican legislation via MCP — full-text search across statutes and provisions
B 80 54 71 93 N/A 35 95 93
1120
winsthuang
Home Controller Claim
A unified smart home automation system that enables control and monitoring of M…
B 80 54 94 71 N/A 35 87 99
1121
4regab
agent-rules-mcp Claim
MCP server that enables your agents to use coding rules from any or your GitHub…
B 80 55 94 65 64 81 93
1122
aiindigo925
BTCFi API Claim
Bitcoin data for AI agents. 27 tools with x402 micropayments. No API keys neede…
B 80 66 100 66 95 45 63 97
1123
czlonkowski
Enables AI agents to manage n8n workflow automation instances through tools for…
B 80 55 94 75 51 80 91
1124
abdessamad-elamrani
MalwareAnalyzerMCP Claim 2
A specialized MCP server for Claude Desktop that allows executing terminal comm…
B 80 55 84 100 N/A 30 94 75
1125
mntlabs
Monitors development server logs in real-time and provides Claude with immediat…
B 80 54 94 71 N/A 23 95 99
1126
pranjalbishtadsk
APS ACC MCP Server Claim
Enables AI assistants to interact with Autodesk Construction Cloud (ACC) projec…
B 80 55 100 62 55 82 93
1127
yokingma
time-mcp Claim 1
⏰ Time MCP Server: Giving LLMs Time Awareness Capabilities
B 80 55 78 100 N/A 69 95 52
1128
adminhuan
Smart Search MCP Claim
Provides 14 enhanced intelligent search tools for both international platforms …
B 80 54 90 53 N/A 67 95 93
1129
qianniuspace
mcp-security-audit Claim
B 80 55 96 58 72 82 91
1130
ForITLLC
Provides direct access to Microsoft Graph API with multi-tenant account managem…
B 80 55 100 66 47 81 96
1131
jscianna
Enables peer discovery and direct messaging between multiple Codex sessions run…
B 80 44 66 N/A N/A 57 95 100
1132
gagarinyury
Enables AI assistants to interact with Bitget cryptocurrency exchange for spot …
B 80 55 100 68 40 80 100
1133 B 80 54 78 73 N/A 57 89 98
1134
hendrickcastro
MCP CosmosDB Claim 1
A Model Context Protocol server for Azure CosmosDB database operations that pro…
B 80 55 63 100 58 81 94
1135
Tylarcam
MCP Session Closer Claim 1
Gracefully closes Cursor work sessions by syncing context files across multiple…
B 80 55 96 100 N/A 38 95 50
1136
codearranger
BigQuery MCP Server Claim 1
Enables LLMs to interact with Google BigQuery by inspecting database schemas, l…
B 80 55 100 63 46 80 99
1137
Digital-Defiance
MCP Process Server Claim 1
Enables AI agents to launch and manage system processes with strict security co…
B 80 55 100 82 N/A 69 95 44
1138
cmd8
excalidraw-mcp Claim
Model Context Protocol server for Excalidraw diagrams.
B 80 54 78 60 N/A 73 95 96
1139
Web3ViraLabs
ERPNext MCP Server Claim
Enables AI assistants to interact with ERPNext/Frappe instances through the RES…
B 80 55 94 68 47 81 100
1140
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
1141
Michael-Obele
shadcn-svelte-mcp Claim
Provides real-time access to shadcn-svelte component documentation and develope…
B 80 55 90 61 77 80 93
1142
porkll
SiYuan MCP Server Claim
Enables interaction with SiYuan Note through its API for comprehensive note man…
B 80 54 78 66 N/A 58 95 99
1143
willianpinho
large-file-mcp Claim 1
Production-ready MCP server for intelligent handling of large files with smart …
B 80 54 92 58 N/A 63 92 93
1144
launch-it-labs
log-reducer Claim
Reduces log files for AI consumption — 50-90% token reduction via 18 determinis…
B 80 54 90 68 N/A 58 90 90
1145
d3v1an
SSH MCP Server Claim
Enables remote server administration via SSH, supporting command execution, SFT…
B 80 54 78 68 71 87 99
1146
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
1147
MarkusPfundstein
mcp-gsuite Claim
Integration with gmail and Google Calendar.
B 80 55 96 68 48 80 100
1148
viktorlarsson
openfigi Claim
Map financial identifiers (ISIN, CUSIP, SEDOL, Ticker) to FIGIs via OpenFIGI API
B 80 54 84 62 N/A 71 83 100
1149
rog0x
mcp-json-tools Claim
An MCP server that provides tools for JSON validation, diffing, and transformat…
B 80 44 72 55 95 95
1150
Rookie0x80
DOCX-MCP Claim
Enables comprehensive Microsoft Word document manipulation through the Model Co…
B 80 55 84 82 N/A 28 95 99
Showing 1101–1150 of 66402 servers
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