MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62101
rduffyuk
MCP-native persistent-memory agent that remembers user preferences across sessi…
— ○ ⏳ — — — — — —
62102
forgemeshlabs
imagegen-mcp Claim
AI image generation MCP server with generate, background removal, 4x HD upscale…
— ○ ⏳ — — — — — —
62103
Sriram-murugesan
DevBot Claim
A Flask-based chatbot using Gemini 2.5 Flash and MCP tools to manage GitHub rep…
— ○ ⏳ — — — — — —
62104
RobithYusuf
Provides 133 stealth tools for AI agents to bypass Cloudflare, Turnstile, and r…
— ○ ⏳ — N/A N/A — — —
62105
gbaeke
mcp-obo Claim
Implements the on-behalf-of flow with Entra ID to enable authorized calls to Mi…
— ○ ⏳ — — — — — —
62106
aialchemylabs
A Model Context Protocol server that enables AI assistants to interact with Not…
— ○ ⏳ — N/A N/A — 95 —
62107
lvlltd
skill-market Claim
x402 skill catalog on lvlltd.com — search, quote, pay with Base USDC, unlock se…
— ○ ⏳ — — — — — —
62108
ahmedselimmansor-ctrl
This server exposes over 250 tools across 23 GCP service domains, enabling AI m…
— ○ ⏳ — — — — — —
62109
nayzo
Provides read-only access to PostgreSQL databases, enabling querying, schema ex…
— ○ ⏳ — — — — — —
62110
luisfelipevegarodriguez
MCP COO DeFi Claim
Autonomous MCP server for DeFi yield optimization, enabling yield opportunity d…
— ○ ⏳ — — — — — —
62111
sjgant80-hub
fallhr-mcp Claim
MCP server for the foldkit framework, exposing 7-prime spine, 7 κ-bands, and 6 …
— ○ ⏳ — N/A N/A — — —
62112
andysolomon
MCP server that queues stories and feeds them to live Claude Code sessions, del…
— ○ ⏳ — N/A N/A — — —
62113
Drew-Goddyn
Enables interaction with Buildkite CI/CD to list organizations, pipelines, buil…
— ○ ⏳ — — — — — —
62114
JustDreameritis
A production-ready MCP server template with built-in tools for file search, web…
— ○ ⏳ — N/A N/A — — —
62115
sayuru-akash
Enables auditing of websites for performance, SEO, accessibility, security, and…
— ○ ⏳ — N/A N/A — — —
62116
EthanKlocked
Safe-by-default MCP server for the official Toss Securities Open API, providing…
— ○ ⏳ — N/A N/A — — —
62117
ceilingduster
Scans GitHub repositories for security vulnerabilities by cloning, performing s…
— ○ ⏳ — — — — — —
62118
Deslord319
Enables HarmonyOS device discovery, app build and deployment, UI automation, E2…
— ○ ⏳ — N/A N/A — — —
62119
chienchuanw
GMA2 MCP Claim
An MCP server that lets AI assistants control grandMA2 lighting consoles via Te…
— ○ ⏳ — — — — — —
62120
statsreceipt
# 🧾 StatsReceipt Creator Receipt Engine Generate high-impact, aesthetic receipt…
— ○ ⏳ — — — — 81 —
62121
Raheem-19
Provides IDE-like semantic code retrieval and editing tools for LLMs, enabling …
— ○ ⏳ — N/A N/A — — —
62122
openprints
Enables AI agents to browse products, upload designs, place print orders, track…
— ○ ⏳ — — — — — —
62123
divikwu
figcraft Claim
Enables AI-powered design operations in Figma, including UI creation, design re…
— ○ ⏳ — N/A N/A — — —
62124
mirror29
Enables quant research, strategy generation, backtesting, and paper trading fro…
— ○ ⏳ — — — — — —
62125
igorsafonov-gif
Enables shopping at Mercadona online grocery store via Claude, allowing catalog…
— ○ ⏳ — N/A N/A — — —
62126
StuMason
M365 MCP Claim
MCP server for Microsoft 365 via the Microsoft Graph API, providing read-only a…
— ○ ⏳ — N/A N/A — — —
62127
umachandra-30
MCP server for interacting with Google Calendar, enabling reading events from p…
— ○ ⏳ — — — — — —
62128
dy-le
Enables AI assistants to browse, read, write, move, copy, and delete files on W…
— ○ ⏳ — — — — — —
62129
kesugwa
weather-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
62130
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
— ○ — N/A N/A — 81 —
62131
EHR-migration data-integrity checklist: silent data-loss modes anchored to HL7/…
— ○ — N/A N/A — 81 —
62132
meetvaghani12
hiring-mcp Claim
Enables candidates to apply to your open roles through an AI agent using Model …
— ○ ⏳ — — — — 81 —
62133
raerdi10-svg
bjn-uy-mcp Claim
MCP server that enables searching and retrieving judicial decisions from the Ur…
— ○ ⏳ — — — — — —
62134
ROHWOOCHUL
test Claim
— ○ ⏳ — N/A N/A — 95 —
62135
matematicsolutions
ro-eli-mcp Claim
This MCP server enables searching and retrieving Romanian legislation from the …
— ○ ⏳ — — — — — —
62136
selfagency
git-mcp Claim
Enables AI agents to perform full Git operations including branching, committin…
— ○ ⏳ — N/A N/A — — —
62137
Skeego
opendata-mcp Claim
Enables interaction with the OpenData Platform API by dynamically exposing all …
— ○ ⏳ — — — — — —
62138
singhhkunttall
trae123 Claim
— ○ ⏳ — N/A N/A — 95 —
62139
yesidevelop
MCP server providing business tools for customer support and account management…
— ○ ⏳ — N/A N/A — — —
62140
schajii
Shell Server Claim
A simple MCP server that exposes a terminal tool, allowing AI agents to execute…
— ○ ⏳ — N/A N/A — — —
62141
kogarashi86
WikiStrata Claim
Enables querying and interacting with a Markdown wiki generated from Confluence…
— ○ ⏳ — — — — — —
62142
guglielmo
Integrates with TMetric for time tracking, enabling project listing, timer star…
— ○ ⏳ — N/A N/A — — —
62143
pipeworx-io
Provides tools to list and read curated finance & markets feeds, and fetch any …
— ○ ⏳ — — — — — —
62144
byrn-baker
An MCP server that lets AI agents delegate domain-specific tasks to local Ollam…
— ○ ⏳ — N/A N/A — — —
62145
darktw
Persistent knowledge memory for AI agents. Two-way flow: read context into proj…
— ○ ⏳ — — — — 81 —
62146
Microck
MCP server that queries Perplexity Pro via WebUI session token, providing model…
— ○ ⏳ — N/A N/A — — —
62147
charettep
Exposes Android device control via adb and scrcpy as 22 tools for MCP clients l…
— ○ ⏳ — N/A N/A — — —
62148
dsouza-anush
Enables AI models to interact with web pages through structured accessibility s…
— ○ ⏳ — — — — — —
62149
chunxiaoxx
Drift-aware cross-agent memory · MCP/A2A · LongMemEval-S 56.6% · 1/15 Zep cost
— ○ ⏳ — N/A N/A — — —
62150
obrien-matthew
mcp-garmin Claim
MCP server for Garmin Connect that provides read-only access to daily health me…
— ○ ⏳ — N/A N/A — — —
Showing 62101–62150 of 69052 servers