MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21101
smara-io
Provides persistent, decay-aware memory for AI applications by integrating the …
B 71 33 84 35 83
21102
anisha-agarwal
git-standup-mcp Claim
Generates standup reports from git history by analyzing recent commits across c…
B 71 33 76 N/A N/A 30 95
21103
hightemp
Computer Use Claim
Local MCP server for desktop automation: mouse, keyboard, screen, windows, and …
B 71 33 72 N/A N/A 53 83
21104
leesgit
Zero-config session continuity for Claude Code. Auto-captures context via Claud…
B 71 43 78 56 N/A 63 82
21105
n2ns
ggmcp4vscode Claim
B 71 43 90 31 N/A 66 90
21106
kimsb2429
Production-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, struct…
B 71 33 64 N/A N/A 50 95
21107
bshada
NSE-BSE MCP Server Claim
Provides real-time and historical Indian stock market data from NSE and BSE exc…
B 71 44 90 58 43 81
21108
Ruashots
Enables AI assistants to manage UniFi network infrastructure through 50+ tools …
B 71 44 94 62 29 81
21109
openaccountants
Open-source AI accounting skills, checked by licensed accountants jurisdiction …
B 71 33 64 51 95
21110
mikepenz
adbfriend Claim
Android ADB CLI tool including integrated MCP Server with common adb actions us…
B 71 33 54 N/A N/A 68 95
21111
MarcelRoozekrans
Roslyn-based MCP server providing semantic code intelligence for .NET codebases.
B 71 33 54 N/A N/A 66 95
21112
seayniclabs
Bench Claim
USB hardware discovery, device identification, serial communication, and diagno…
B 71 33 58 N/A N/A 59 95
21113
i2y
d2mcp Claim
A Model Context Protocol (MCP) server that provides D2 diagram generation and m…
B 71 43 72 53 N/A 59 95
21114
LocalSynapse
LocalSynapse Claim
Offline AI-powered local file search MCP server for Windows. Searches inside do…
B 71 33 58 N/A N/A 60 95
21115
SecurityRonin
docx-mcp Claim
Read and edit Word (.docx) documents with track changes, comments, footnotes, a…
B 71 33 60 N/A N/A 57 95
21116
kiki830621
che-word-mcp Claim
Swift-native MCP server for Word (.docx) manipulation with 105 tools
B 71 33 54 N/A N/A 66 95
21117
laHeud
Kodi MCP Server Claim
Enables control of Kodi media center through MCP protocol, supporting playback …
B 71 44 84 67 40 81
21118
saidutt46
domain-check Claim
Fast domain availability checker with RDAP/WHOIS — batch checks, TLD presets, a…
B 71 43 60 62 N/A 70 94
21119
wkoutre
Linear MCP Server Claim
Enables AI assistants to interact with Linear's project management system throu…
B 71 44 94 62 30 82
21120
bnomei
Kirby MCP Claim
CLI-first MCP server for Composer-based Kirby CMS projects that enables IDE or …
B 71 33 48 77 95
21121
MidwestMountaineer
UniFi MCP Server Claim
Enables AI assistants to manage and monitor UniFi Network Controllers through n…
B 71 44 100 41 51 81
21122
kazimshah39
LocalWP MCP Claim 1
An MCP server that enables AI agents to discover, manage, and interact with Loc…
B 71 33 57 N/A N/A 63 95
21123
l33tdawg
sage Claim
Institutional memory for AI agents with real BFT consensus. 4 application valid…
B 71 43 56 63 N/A 80 91
21124
node-man
dechonet-mcp Claim
Domain security reconnaissance for AI agents. 13 tools — DNS + DNSSEC, SSL/TLS …
B 71 33 72 37 95
21125
kakarot-dev
deepmiro Claim
Simulate hundreds of AI agents to predict how communities react to events and p…
B 71 33 60 N/A N/A 72 83
21126
rog0x
perf Claim
Benchmark, memory, Big O analysis for AI agents
B 71 33 72 N/A N/A 37 95
21127
metosin
mcp-toolkit Claim
a lib to build MCP clients and MCP servers in Clojure(script)
B 71 33 54 N/A N/A 69 95
21128
thuupx
memory-mcp-lite Claim
A lightweight, structured, token-efficient local-first MCP memory server
B 71 33 60 N/A N/A 56 95
21129
Timorleiderman
OpticMCP Claim
Provides camera and vision tools for AI assistants to list available cameras, c…
B 71 43 78 42 N/A 68 95
21130
mhajder
Ghostfolio MCP Server Claim 2
Provides programmable access to Ghostfolio portfolio management and financial d…
B 71 33 57 78 83
21131
d-kimuson
claude-crew Claim
A CLI tool for enhancing Claude Desktop with additional capabilities and workfl…
B 71 43 60 65 N/A 81 84
21132
mewisme
A Node.js MCP server that loads plugins, registers tools via the MCP SDK, and e…
B 71 33 72 N/A N/A 37 95
21133
IamNishant51
atlas-pipeline Claim
7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→…
B 71 43 84 65 N/A 50 75
21134
FundamentalLabs
Enables AI agents to control Minecraft bots through over 30 verified skills inc…
B 71 44 92 51 48 81
21135
ttpears
Enables interaction with BookStack knowledge management systems through the Boo…
B 71 44 80 66 53 80
21136
Ichigo3766
A server that enables AI assistants to create and edit PowerPoint presentations…
B 71 44 94 50 47 81
21137
GreatScottyMac
context-portal Claim
context-portal
B 71 43 60 56 N/A 78 95
21138
blevinstein
Integration platform for aviation data sources including weather, NOTAMs, airpo…
B 71 44 92 70 25 81
21139
software-engineer-mj
GitHub MCP Server Claim
A Python-based Model Context Protocol server that provides 87 tools for compreh…
B 71 44 72 70 55 82
21140
verygoodplugins
streamdeck-mcp Claim 1
Stream Deck MCP lets agents build and reconfigure real Elgato Stream Deck profi…
B 71 43 73 41 N/A 75 95
21141
itsalfredakku
Enables comprehensive PostgreSQL database management through natural language i…
B 71 44 100 61 22 81
21142
LuisEnVilla
Furniture Designer Claim
Professional furniture design: specs, validation, cut optimization, BOM, and 3D…
B 71 33 54 N/A N/A 69 95
21143
daedalus
mcp-telegram-bot Claim
MCP server that exposes a Telegram bot
B 71 33 54 N/A N/A 67 95
21144
markswendsen-code
target Claim 1
MCP server for Target - search products, manage cart, track orders
B 71 33 75 N/A N/A 34 95
21145
ranklancer
Pi-hole MCP Server Claim 2
MCP server for Pi-hole v6 API — manage multiple instances: queries, lists, grou…
B 71 33 75 N/A N/A 47 83
21146
NJP6969
Enables AI assistants to interact with the IIIT Hyderabad Mess Management Syste…
B 71 44 86 63 45 81
21147
TheoBrigitte
mcp-time Claim
MCP server which provides utilities to work with time and dates, with natural l…
B 71 43 66 52 N/A 72 94
21148
huhu588
Infinity-MCP Claim
A Cursor IDE enhancement plugin that provides multi-session MCP functionality a…
B 71 33 66 N/A N/A 48 95
21149
Dairus01
MCP server for Interswitch APIs: payments, transfers, Verve cards, airtime, and…
B 71 33 71 N/A N/A 57 83
21150
code-alchemist01
Enables AI assistants to manage multi-cloud resources (AWS, Azure, GCP) includi…
B 71 44 94 56 39 80
Showing 21101–21150 of 59785 servers
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