MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

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66549
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31859
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2112
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16953
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Last updated 2 hours, 57 minutes ago

Grade Distribution

Score Distribution

Newly Added

PromptUI F Strix F Seldons Korea Trade F Data Parrot AI Revenue Analyst F mcp F

Biggest Gainers

MemoryPlugin +46 Teppek +46 retro +44

Biggest Drops

Scrub MCP -47 Spectral — verified-knowledge oracle -46 scry — agent conduct meter, vow oracle, and the agent town -38
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34351
chrischall
zillow-mcp Claim
Zillow real-estate for Claude — search, property details, Zestimates, saved sea…
 — ○ ⏳ — N/A N/A — — —
34352
idealo
Search products, compare prices and discover deals across 6 European markets wi…
 — ○ ⏳ — — — — — —
34353
Vellarasan
hevy-mcp Claim
A Model Context Protocol server that connects Claude to Hevy workout logs, enab…
 — ○ ⏳ — — — — — —
34354
miles990
Provides persistent memory, skill tracking, failure indexing, and context shari…
 — ○ ⏳ — N/A N/A — — —
34355
lucille-protocol
MCP server for Lucille Protocol — let your AI agent play the game, win rewards,…
 — ○ ⏳ — — — — — —
34356
walkerpauldavid
An MCP server for OAuth 2.0 authentication supporting Device Code and Client Cr…
 — ○ ⏳ — — — — — —
34357
yujiterada
Enables interaction with the Meraki Dashboard API for LLMs, allowing seamless i…
 — ○ ⏳ — — — — — —
34358
Paulpey13
Enables natural language interaction with the Labguru laboratory management sys…
 — ○ ⏳ — — — — — —
34359
arsalannkhann
Theta-MCP Claim
A comprehensive sales automation platform combining Model Context Protocol (MCP…
 — ○ ⏳ — N/A N/A — — —
34360
muyuanlove
cli Claim
— ○ ⏳ — N/A N/A — 95 —
34361
janmacher02-xl8y
Access SEC EDGAR financial data through your AI assistant. Search public compan…
 — ○ ⏳ — — — — 81 —
34362
HasnainAli47
— ○ ⏳ — N/A N/A — 95 —
34363
pipeworx-io
Cloudflare Radar MCP — internet observatory (traffic, attacks, BGP, quality)
 — ○ ⏳ — — — — — —
34364
recall Claim
Persistent memory for Claude Code. Search, recall, and re-inject context from a…
 — ○ ⏳ — N/A N/A — 95 —
34365
quanticsoul4772
Enables shell command execution on macOS with session management, background pr…
 — ○ ⏳ — N/A N/A — — —
34366
john-broadway
Proximo Claim
Enables management of Proxmox VE infrastructure via its REST API and execution …
 — ○ ⏳ — N/A N/A — — —
34367
IamFreak10
mcpv3e Claim
MCP server providing greeting and echo tools for testing and demonstration.
 — ○ ⏳ — — — — — —
34368
ashishkanchan98
Exposes 23 AdTech tools as REST endpoints for AI agents to discover and call vi…
 — ○ ⏳ — N/A N/A — — —
34369
elijahmoses1000-jpg
Provides access to 141 operational workflows across 17 departments, an intellig…
 — ○ ⏳ — — — — 81 —
34370
satvikrxyal
A Dockerized Kali Linux MCP server that enables LLMs to perform network securit…
 — ○ ⏳ — — — — — —
34371
Nishant-Chaudhary5338
9 MCP servers for React/TypeScript — dep auditing, a11y, test gen, and TypeScri…
 — ○ ⏳ — N/A N/A — — —
34372
jafamo
Enables LLMs to manage Taiga projects, sprints, user stories, tasks, issues, ep…
 — ○ ⏳ — N/A N/A — — —
34373
Nirusha-19
Translates plain English questions about infrastructure operations into SQL que…
 — ○ ⏳ — N/A N/A — — —
34374
Heretek-RE
re-vtil Claim
Lifts machine code to VTIL intermediate language and emits pseudo-C for VM hand…
 — ○ ⏳ — N/A N/A — — —
34375
smantiv
Enables natural language sales analysis by connecting to a SQLite database, gen…
 — ○ ⏳ — N/A N/A — — —
34376
nickcheban
ruckus-mcp Claim
Enables monitoring and management of Ruckus Unleashed WiFi controllers, includi…
 — ○ ⏳ — — — — — —
34377
monthop-gmail
An all-in-one MCP server for transcription, supporting YouTube, audio, and vide…
 — ○ ⏳ — — — — — —
34378
visionki
A black-box desktop automation MCP server that handles screenshots, coordinates…
 — ○ ⏳ — N/A N/A — — —
34379
HappyMonkeyAI
Experimental MCP server for coordinating CLI agents across projects using file-…
 — ○ ⏳ — N/A N/A — — —
34380
jasionchen-coder
Modular monolithic FastAPI shared AI service platform providing config center, …
 — ○ ⏳ — — — — — —
34381
mgrantley
An MCP server that gives AI agents access to US business entity data, enabling …
 — ○ ⏳ — — — — — —
34382
alias8818
Enoch Claim
Operate an Enoch control plane through MCP tools
 — ○ ⏳ — N/A N/A — — —
34383
jremick
Enables read-first interaction with Apple Voice Memos: search transcripts, revi…
 — ○ ⏳ — N/A N/A — — —
34384
GayathriNarayanan1610
Exposes search over internal documents and company lookup via authenticated API…
 — ○ ⏳ — N/A N/A — — —
34385
LalwaniPalash
trove-mcp Claim
Enables users to search and analyze academic papers from multiple sources, fetc…
 — ○ ⏳ — N/A N/A — — —
34386
Doist
Enables AI agents to access and interact with a Twist workspace, managing threa…
 — ○ ⏳ — — — — — —
34387
educlopez
sparkbites Claim
Search 500+ curated design websites and install DESIGN.md files directly from y…
 — ○ ⏳ — N/A N/A — 95 —
34388
DesignbyFahad
A privacy-first MCP server with 176+ local utilities including calculators, con…
 — ○ ⏳ — N/A N/A — — —
34389
Galaxy-Maps
Enables validation, saving, publishing, and inspection of Galaxy Maps courses f…
 — ○ ⏳ — N/A N/A — — —
34390
OperatingSystem-1
Reduces token waste by caching code understanding in .mi context files and prev…
 — ○ ⏳ — N/A N/A — — —
34391
thedevopsstore
A Python-based MCP server for Microsoft 365 Outlook email operations using OAut…
 — ○ ⏳ — N/A N/A — — —
34392
kimhjort
Fetches Danish news from DR's RSS feeds, including national, topical, and regio…
 — ○ ⏳ — — — — — —
34393
AIops-tools
Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM/RCA, ETag-sa…
 — ○ ⏳ — N/A N/A — — —
34394
outpost2026
Analyzes LinkedIn saved jobs with EROI scoring and writes analysis back to a kn…
 — ○ ⏳ — N/A N/A — — —
34395
Mammals-at-work
mcp-xray Claim
Enables interaction with Xray Cloud and Data Center for test management, includ…
 — ○ ⏳ — — — — — —
34396
sjgant80-hub
MCP server that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as …
 — ○ ⏳ — — — — — —
34397
ScrumDoLLC
scrumdo-mcp Claim
Connects MCP-compatible AI tools to ScrumDo boards, enabling card, task, commen…
 — ○ ⏳ — — — — — —
34398
steveramos21
AI-DBA Claim
Universal database copilot for diagnostics, operations, and performance analysi…
 — ○ ⏳ — — — — — —
34399
unitycoder
MCP server that bridges Unity with AI agents, enabling scene inspection, C# cod…
 — ○ ⏳ — N/A N/A — — —
34400
medlag
Lets Claude read, create, update, and search records in an Airtable base using …
 — ○ ⏳ — — — — — —
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