MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33695
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1101
yeominux
md-feedback ⚡ Claim
An MCP server for reviewing markdown plans before AI agents implement them. Ena…
B 81 4⁄4 ◉ ⏳ 72 N/A N/A 60 95 95
1102
mochammadshenna
Enables AI assistants to greet users in 7 different languages including English…
B 81 5⁄5 ◉ ⏳ 96 57 — 65 83 100
1103
kushneryk
join.cloud ⚡ Claim 1
Collaboration rooms for AI agents. Create rooms, join with agentToken, exchange…
B 80 5⁄4 ◉ ⏳ 71 100 — 55 76 95
1104
yokingma
time-mcp ⚡ Claim 1
⏰ Time MCP Server: Giving LLMs Time Awareness Capabilities
B 80 5⁄5 ◉ ⏳ 78 100 N/A 69 95 52
1105
abyssbugg
Task Manager ⚡ Claim
Enables users to manage tasks through a simple JSON file interface. Provides ba…
B 80 5⁄4 ◉ ⏳ 90 58 N/A 59 95 95
1106
pathmodeio
Pathmode ⚡ Claim 2
Socratic AI that turns vague problems into structured intent specs — objective,…
B 80 5⁄5 ◉ ⏳ 88 82 — 52 83 88
1107
rationalbloks
RationalBloks ⚡ Claim 1
Deploy production REST APIs from JSON schemas in seconds. Manage projects, sche…
B 80 6⁄6 ◉ ⏳ 84 100 89 35 70 90
1108
LLMTooling
MDX MCP Server ⚡ Claim
Enables LLMs to read, search, convert, and extract metadata from MDX files, pro…
B 80 5⁄4 ◉ ⏳ 90 67 N/A 35 94 100
1109
Hannes221
kali-mcp ⚡ Claim
Provides an MCP interface to a full Kali Linux environment running in Docker, e…
B 80 4⁄4 ◉ ⏳ 70 N/A N/A 53 95 99
1110
TaylorChen
Enables querying, searching, and analyzing Cursor IDE conversation history from…
B 80 5⁄4 ◉ ⏳ 94 63 N/A 45 90 99
1111
Pimzino
A Model Context Protocol server providing AI assistants with comprehensive proj…
B 80 5⁄5 ◉ ⏳ 73 100 — 54 81 83
1112
JonathanJude
Enables AI agents to analyze and understand images using OpenRouter's vision mo…
B 80 5⁄5 ◉ ⏳ 100 71 — 46 81 91
1113
aidongise-cell
Prism Scanner ⚡ Claim
Security scanner for AI Agent skills, plugins, and MCP servers with A-F grading.
B 80 4⁄4 ◉ ⏳ 67 N/A N/A 59 95 97
1114
rodgomesc
A VSCode and Cursor extension that captures real-time terminal output and expos…
B 80 5⁄4 ◉ ⏳ 90 51 N/A 63 95 98
1115
cyanheads
atlas-mcp-server ⚡ Claim
A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task managemen…
B 80 5⁄4 ◉ ⏳ 94 51 N/A 71 90 91
1116
Digital-Defiance
MCP Process Server ⚡ Claim 1
Enables AI agents to launch and manage system processes with strict security co…
B 80 5⁄5 ◉ ⏳ 100 82 N/A 69 95 44
1117
MarkusPfundstein
mcp-gsuite ⚡ Claim
Integration with gmail and Google Calendar.
B 80 5⁄5 ◉ ⏳ 96 68 — 48 80 100
1118
bunkerapps
Enables AI assistants to search products, compare prices, and find the best dea…
B 80 5⁄5 ◉ ⏳ 90 68 — 58 82 95
1119
JonyanDunh
Integrates Brave Search API to enable web, image, video, news, and local busine…
B 80 5⁄5 ◉ ⏳ 94 72 — 45 81 98
1120
tushar-badhwar
NLSQL MCP Server ⚡ Claim
A Node.js package that provides a Model Context Protocol server for converting …
B 80 5⁄4 ◉ ⏳ 92 62 N/A 46 95 94
1121
Ansvar-Systems
ethiopian-law-mcp ⚡ Claim
Ethiopia legislation via MCP -- full-text search across statutes and provisions
B 80 5⁄4 ◉ ⏳ 75 93 N/A 34 95 91
1122
UI5
MCP server for UI5 Web Components development assistance
B 80 5⁄4 ◉ ⏳ 75 65 N/A 82 90 92
1123
joachimBrindeau
Domain MCP ⚡ Claim
Enables natural language domain management through Dynadot, supporting domain r…
B 80 5⁄5 ◉ ⏳ 88 68 — 70 83 91
1124
zcsabbagh
An MCP server for tracking student learning via a knowledge graph, with spaced …
B 80 5⁄5 ◉ ⏳ 90 82 N/A 45 81 89
1125
byul-ai
mcp-byul ⚡ Claim
The Byul Finance MCP provides real-time financial data via the Byul API, includ…
B 80 5⁄4 ◉ ⏳ 92 71 N/A 43 95 90
1126
batianVolyc
Enables remote control of AI coding assistants (Claude Code/Codex) via Telegram…
B 80 5⁄5 ◉ ⏳ 90 91 — 56 81 71
1127
vasylenko
bear-notes-mcp ⚡ Claim 1
MCP Server for Bear note taking app available as Claude Desktop extension or st…
B 80 4⁄4 ◉ ⏳ 60 N/A N/A 73 95 97
1128
ykarapazar
word-mcp-live ⚡ Claim 1
Enables AI assistants to edit Microsoft Word documents live while they are open…
B 80 5⁄5 ◉ ⏳ 90 82 N/A 61 75 83
1129
shiquda
roadmap-skill ⚡ Claim 2
Enables AI agents and humans to collaboratively plan and manage tasks with a sh…
B 80 5⁄5 ◉ ⏳ 96 65 N/A 61 94 76
1130
jordanburke
reddit-mcp-server ⚡ Claim 2
Reddit MCP server with full read/write - posts, comments, search, and content c…
B 80 5⁄4 ◉ ⏳ 84 72 N/A 81 67 99
1131
EnesCinr
Twitter MCP Server ⚡ Claim 2
An MCP server that enables Claude to interact with Twitter, allowing for postin…
B 80 5⁄5 ◉ ⏳ 85 66 — 68 80 98
1132
shaktech786
Enables management of multi-platform streaming through the Restream API, allowi…
B 80 5⁄5 ◉ ⏳ 94 67 — 49 81 100
1133
domdomegg
Barcode Scanner ⚡ Claim 1
Scan and generate barcodes and QR codes.
B 80 5⁄5 ◉ ⏳ 78 100 N/A 73 95 47
1134
AbhinavBansal17
Enables reading and sending Gmail messages in headless/remote environments with…
B 80 5⁄5 ◉ ⏳ 96 71 — 47 81 94
1135
MushroomFleet
Enhance your transcription workflow with intelligent processing capabilities. A…
B 80 5⁄4 ◉ ⏳ 96 53 N/A 55 90 99
1136
trillboards
DOOH advertising via AI agents. 5,000+ screens with edge AI audience intelligen…
B 80 6⁄6 ◉ ⏳ 96 70 92 50 82 81
1137
antonio-mello-ai
mcp-pfsense ⚡ Claim
Manage pfSense firewalls through AI assistants — rules, DHCP, DNS, and more
B 80 5⁄5 ◉ ⏳ 66 82 N/A 65 95 89
1138
CyberhavenInc
Enables secure filesystem access with privacy controls using .mcpignore files t…
B 80 5⁄4 ◉ ⏳ 78 60 N/A 67 95 100
1139
automators-com
Enables AI models to generate synthetic data, manage templates and connections,…
B 80 5⁄5 ◉ ⏳ 80 71 — 74 81 97
1140
abdessamad-elamrani
MalwareAnalyzerMCP ⚡ Claim 2
A specialized MCP server for Claude Desktop that allows executing terminal comm…
B 80 5⁄5 ◉ ⏳ 84 100 N/A 30 94 75
1141
wagnerlabs
A read-only Model Context Protocol server that enables LLMs to search, list, an…
B 80 5⁄4 ◉ ⏳ 82 72 — 53 92 96
1142
LangGPT
An MCP server that enables Claude to break down complex problems into manageabl…
B 80 5⁄5 ◉ ⏳ 75 100 N/A 25 95 90
1143
sweetrb
apple-notes-mcp ⚡ Claim 1
MCP server for Apple Notes - create, search, update, and manage notes via Claud…
B 80 5⁄4 ◉ ⏳ 79 63 N/A 80 90 90
1144
c0webster
A security-hardened integration that enables Claude to interact with Google Wor…
B 80 5⁄5 ◉ ⏳ 78 82 N/A 49 90 93
1145
peureka
agentlookup-mcp ⚡ Claim
Search, discover, and register AI agents in the public registry at agentlookup.…
B 80 4⁄4 ◉ ⏳ 72 N/A N/A 50 95 96
1146
pilat
mcp-datalink ⚡ Claim 2
MCP server for secure database access (PostgreSQL, MySQL, SQLite) with paramete…
B 80 5⁄4 ◉ ⏳ 85 61 N/A 64 92 96
1147
UI5
mcp-server ⚡ Claim 2
MCP server for SAPUI5/OpenUI5 development
B 80 5⁄5 ◉ ⏳ 51 100 N/A 84 95 75
1148
ShunsukeHayashi
Production toolkit for running GitNexus at scale — 26 repos, 43K symbols, 100K …
B 80 4⁄4 ◉ ⏳ 67 N/A N/A 61 95 97
1149
skippr-hq
Enables AI coding agents to discover, understand, and fix product issues (UX in…
B 80 5⁄4 ◉ ⏳ 72 65 N/A 80 92 94
1150
hakunapotato
Enable your LLM to manage tasks, projects, sections, comments, labels, and coll…
B 80 5⁄4 ◉ ⏳ 86 65 N/A 49 95 97
Showing 1101–1150 of 68948 servers
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