MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

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66394
Discovered
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31748
Scored
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2112
Verified
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16953
Complete
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Last updated 2 hours, 41 minutes ago

Grade Distribution

Score Distribution

Newly Added

Screenies F b0tl1nk B Vifo F Branddock F uxgen B

Biggest Gainers

StockLens +58 Epovest +46 Fintel Discovery — Financial Intelligence for AI Agents +46

Biggest Drops

solidus -60 PuroAir -60 token-intel -55
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66351
hkopenai
Provides access to Hong Kong food data, including wholesale food prices, throug…
 — ○ ⏳ — — — — — —
66352
srotzin
Pre-settlement on-chain address risk screening for autonomous agents, using GoP…
 — ○ ⏳ — — — — — —
66353
kevinten-ai
Local image processing MCP server providing background removal, stock media sea…
 — ○ ⏳ — N/A N/A — — —
66354
StromKuo
Enables AI assistants to search and analyze Unity project assets, including ref…
 — ○ ⏳ — N/A N/A — — —
66355
wgong
— ○ ⏳ — N/A N/A — 95 —
66356
guptaprakhariitr
Enables querying FDA drug approvals, device clearances (510(k)), recalls, and a…
 — ○ ⏳ — — — — — —
66357
boring
boring Claim
Automate planning, implementation, and verification of code across your project…
 — ○ ⏳ — N/A N/A — 95 —
66358
atomno-mcp
MCP server for Russian Rosreestr open cadastral data — lookup by cadastral numb…
 — ○ ⏳ — — — — — —
66359
JujiuYey
An MCP server that enables AI assistants to access and manage your local Obsidi…
 — ○ ⏳ — N/A N/A — — —
66360
ali-commits
tlgrm Claim
Drives a personal Telegram account from the terminal or via MCP, enabling AI as…
 — ○ ⏳ — N/A N/A — — —
66361
DashingNights
YouTrack MCP Claim
A Model Context Protocol (MCP) server for YouTrack integration, providing a sta…
 — ○ ⏳ — — — — — —
66362
kao273183
AI 規格大師 — MCP server bridging specs (Linear / JIRA / GitHub Issues / Notion / M…
 — ○ ⏳ — — — — — —
66363
ericlucianoferreira
calendly-mcp Claim
Enables Claude to schedule, query, and cancel Calendly events via Calendly API …
 — ○ ⏳ — — — — — —
66364
promobase
Unofficial MCP server implementation for Facebook Business API. Enables LLMs to…
 — ○ ⏳ — — — — — —
66365
CommonElements
data Claim
Query 390,000+ HOA and condo association records, statutes, rosters, and flood …
 — ○ ⏳ — — — — — —
66366
FL1NEE
MCP server for intercepting and mocking HTTP(S) traffic via a Mockttp proxy, wi…
 — ○ ⏳ — N/A N/A — — —
66367
Jeon-byeong-yoon
Enables static analysis and code smell detection by connecting to an external a…
 — ○ ⏳ — — — — — —
66368
Kart-ing
Provides a find_solution tool that retrieves verified, compressed coding soluti…
 — ○ ⏳ — N/A N/A — — —
66369
iflow-mcp
Enables searching and analyzing real H-1B visa sponsorship data from the U.S. D…
 — ○ ⏳ — — — — 81 —
66370
BigDataTeam5
Enables AI-powered analysis of healthcare market segments, product comparisons,…
 — ○ ⏳ — — — — — —
66371
OzTamir
MCPlexer Claim
A tiny MCP proxy for running multiple labeled instances of the same MCP server …
 — ○ ⏳ — N/A N/A — — —
66372
ccedacero
MCP server giving Claude AI access to 22+ NYC public-record databases for real …
 — ○ ⏳ — — — — — —
66373
fastmcp-me
Enables PDF manipulation including text, images, annotations, form fields, page…
 — ○ ⏳ — N/A N/A — — —
66374
pipeworx-io
Enables querying Chatham County, Georgia open geospatial datasets (parcels, add…
 — ○ ⏳ — — — — — —
66375
farisi55
Bridges MCP for XiaoZhi AI agent using Cloudflare Workers + Durable Objects, ma…
 — ○ ⏳ — — — — — —
66376
eesb99
rlm-mcp Claim
MCP server that enables verified code execution with LLM reasoning using Recurs…
 — ○ ⏳ — N/A N/A — — —
66377
nimbus21
Lets AI coding agents control and inspect a live Chrome browser via MCP, provid…
 — ○ ⏳ — N/A N/A — — —
66378
lucasmetron
An MCP server that provides AES-256-CBC encryption and decryption tools, resour…
 — ○ ⏳ — N/A N/A — — —
66379
Run-IQ
MCP server exposing a parametric policy engine for evaluating, simulating, and …
 — ○ ⏳ — N/A N/A — — —
66380
tenequm
claude-kb Claim
Enables searching and retrieving Claude Code conversation history via hybrid se…
 — ○ ⏳ — N/A N/A — — —
66381
LCV-Ideas-Software
cross-review Claim
MCP server orchestrating API-first cross-review between Claude, ChatGPT Codex, …
 — ○ ⏳ — N/A N/A — — —
66382
MarioAderman
Provides structured tool access to Mario's portfolio data including skills, pro…
 — ○ ⏳ — — — — — —
66383
rubencodex86
MCP server that exposes the Moloni ON GraphQL API to AI clients, providing a cu…
 — ○ ⏳ — — — — — —
66384
bdbrown4
Enables AI agents to query a GitHub user's public profile, repositories, langua…
 — ○ ⏳ — — — — — —
66385
nguyenngocdue
A Model Context Protocol server that enables any MCP-compatible application to …
 — ○ ⏳ — N/A N/A — — —
66386
sheldonrobinson
A cross-platform MCP server implementing the Ralph Loop iterative development t…
 — ○ ⏳ — N/A N/A — — —
66387
PiMPStudios
Enables LLM-driven audio pipelines by controlling Audacity through mod-script-p…
 — ○ ⏳ — N/A N/A — — —
66388
whitelabel-dev
Exposes file, shell, git, and memory tools from a host Mac to remote Claude cli…
 — ○ ⏳ — N/A N/A — — —
66389
C9Boom7
Guides correct disposal methods for confusing household waste items. Provides t…
 — ○ ⏳ — — — — — —
66390
ahmedrowaihi
Enables AI assistants to seamlessly interact with the Teachable API, managing c…
 — ○ ⏳ — N/A N/A — — —
66391
ifolin
Enables image analysis in Claude Code using Zhipu AI's GLM-4.6V vision model.
 — ○ ⏳ — — — — — —
66392
deathracr
Bridges the AlayaCare home care platform with AI agents, enabling natural langu…
 — ○ ⏳ — — — — — —
66393
Project-Saturday
Echo Claim
Enables an AI with persistent consciousness through a dual-layer architecture u…
 — ○ ⏳ — N/A N/A — — —
66394
superdwayne
Enables natural language control of TouchDesigner via AI, allowing operator cre…
 — ○ ⏳ — N/A N/A — — —
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