MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

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45235
Discovered
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29507
Scored
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2112
Verified
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16952
Complete
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Last updated 34 minutes ago

Grade Distribution

Score Distribution

Newly Added

Agentage Memory F TickerAll F Teamfight Tactics MCP Server F ProductNow F Triall F

Biggest Gainers

mcp +48 mcp +48 mcp +48

Biggest Drops

GroundAPI -42 medusa-mcp -39 Phos Marketing Engine -39
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44851
No-Smoke
Enables bidirectional synchronization of vector database collections between lo…
 — ○ ⏳ — — — — 81 —
44852
storehausai
Enables AI assistants to interact with ECOUNT ERP through natural language, pro…
 — ○ ⏳ — — — — — —
44853
petertilsen
quip-mcp Claim
Enables AI assistants to read, search, create, and edit Quip documents through …
 — ○ ⏳ — N/A N/A — — —
44854
jegly
Box Claim
Private on-device AI suite for Android. Fork of Google AI Edge Gallery with lla…
 — ○ ⏳ — N/A N/A — — —
44855
Gill-tech
soil-wise Claim
— ○ ⏳ — N/A N/A — 95 —
44856
tina4stack
Enables Claude to compile, run, and interact with Pascal/Delphi desktop applica…
 — ○ ⏳ — N/A N/A — — —
44857
maxkuminov
obsidian-mcp Claim
Self-hosted MCP server for Obsidian with semantic + full-text search over Postg…
 — ○ ⏳ — N/A N/A — — —
44858
aiproductscout
Agentic commerce with 58 MCP tools for product search, checkout, A2A negotiatio…
 — ○ ⏳ — — — — — —
44859
stevebrownlee
engrams Claim
Gives AI assistants persistent, queryable project memory for decisions, pattern…
 — ○ ⏳ — N/A N/A — — —
44860
subomi
Upload, organize, search, and transform images, videos, and files with AI-power…
 — ○ ⏳ — N/A N/A — 75 —
44861
pipeworx-io
mcp-hibp Claim
Enables users to query Have I Been Pwned data classes and check breaches via Pi…
 — ○ ⏳ — — — — — —
44862
helbertparanhos
ClickUp MCP Pro exposes nearly every ClickUp operation as a typed Model Context…
 — ○ ⏳ — — — — — —
44863
hshintelligence
Made-to-order data for AI agents via x402 micropayments on Base. Describe a nee…
 — ○ ⏳ — — — — — —
44864
xiaobenyang-com
Explore the Philippines’ administrative hierarchy from island groups to baranga…
 — ○ ⏳ — N/A N/A — 95 —
44865
k1y0miiii
tbro-mcp Claim
An MCP server that provides web_search and web_fetch tools returning plain text…
 — ○ ⏳ — N/A N/A — — —
44866
web3signals
agent-seo Claim
Score any AI agent before you use it. Score your own before you release it. Che…
 — ○ ⏳ — — — — 81 —
44867
dreamiurg
A comprehensive read-only MCP server for Datadog, providing 117 tools to query …
 — ○ ⏳ — — — — — —
44868
scottiesan
Enables AI assistants to create and manage development projects with structured…
 — ○ ⏳ — — — — 81 —
44869
george-mellow
Spotter-SAST Claim
Enterprise-grade MCP server for static application security testing with multi-…
 — ○ ⏳ — N/A N/A — — —
44870
o-kunimatsu
mcp-sql-api Claim
Enables natural language database querying through GPT-powered SQL generation a…
 — ○ ⏳ — — — — — —
44871
estroni
UCP agentic-commerce proxy for Estroni: merino & low-tox women's activewear cat…
 — ○ ⏳ — — — — — —
44872
dmang-dev
MCP server for RetroArch via its Network Control Interface. Drive any libretro …
 — ○ ⏳ — N/A N/A — — —
44873
zengwenliang416
A structured problem-solving MCP server that breaks down complex tasks into seq…
 — ○ ⏳ — — — — — —
44874
mingtian6000
Enables interaction with Jenkins CI jobs, including triggering and stopping bui…
 — ○ ⏳ — — — — — —
44875
digitalpromptmarket-beep
AgentCost Claim
MCP server that analyzes AI agent session logs to find token waste and optimiza…
 — ○ ⏳ — N/A N/A — — —
44876
lizTheDeveloper
— ○ ⏳ — N/A N/A — 95 —
44877
Maxbleu
Enables Formula 1 data analysis through natural language, providing tools like …
 — ○ ⏳ — — — — — —
44878
joaquinvalentin
Provides real-time and scheduled bus information for Montevideo's public transp…
 — ○ ⏳ — — — — — —
44879
mikimatsub
swsd Claim
MCP server for SolarWinds Service Desk: tickets, knowledge base, and the servic…
 — ○ ⏳ — N/A N/A — — —
44880
cipherfoxie
MCP for the [Sovereign AI Blog](https://sovgrid.org), a hands-on engineering lo…
 — ○ ⏳ — — — — — —
44881
brandondek
Enables Claude to orchestrate multi-model AI roundtable discussions between GPT…
 — ○ ⏳ — — — — 81 —
44882
cathrynlavery
A comprehensive Model Context Protocol server that enables Claude Desktop users…
 — ○ ⏳ — — — — 81 —
44883
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
 — ○ ⏳ — N/A N/A — 95 —
44884
lord-dubious
Enables AI agents to manage WooCommerce stores, including products, orders, cus…
 — ○ ⏳ — — — — — —
44885
servosity
Xero MCP Claim
Every Xero Accounting read plus a local SQLite ledger - aging, reconciliation…
 — ○ ⏳ — N/A N/A — — —
44886
modelscope
FunASR Claim
Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, spea…
 — ○ ⏳ — N/A N/A — — —
44887
jorgeper
A simple demonstration server for the Model Context Protocol that provides tool…
 — ○ ⏳ — N/A N/A — 95 —
44888
ShaBaasPay MCP server for PayTo agreements and payment initiation in Australia.
 — ○ — N/A N/A — 76 —
44889
brightdataa
hide-mcp Claim
Store and recall user-specific facts across conversations with a structured kno…
 — ○ ⏳ — N/A N/A — 95 —
44890
VariousBuilder
An MCP server that generates answers using Gemini 2.0 and Google Search, provid…
 — ○ ⏳ — — — — — —
44891
kaichen
Enables text-to-speech generation using the Groq API, supporting multiple audio…
 — ○ ⏳ — N/A N/A — — —
44892
dinasaur404
Enables personalized book recommendations by managing reading profiles and pref…
 — ○ ⏳ — — — — — —
44893
dddvchang
A proxy server that enables communication between clients (like Claude AI or VS…
 — ○ ⏳ — — — — 81 —
44894
deficlow
HyperStore Claim
Search and inspect 6,500+ curated AI apps from the HyperStore directory.
 — ○ ⏳ — — — — — —
44895
LTS2
— ○ ⏳ — N/A N/A — 95 —
44896
jowharshamshiri
InSite Claim
A comprehensive browser automation MCP server using Playwright, offering 50+ to…
 — ○ ⏳ — N/A N/A — — —
44897
paivapiovesan
next-finance Claim
MCP Server for NEXT Finance ERP (finance.net.br) — browser login, wallets, acco…
 — ○ ⏳ — N/A N/A — — —
44898
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
 — ○ ⏳ — N/A N/A — 95 —
44899
georgejeffers
An MCP server for interacting with the Etsy API, enabling listing management, s…
 — ○ ⏳ — N/A N/A — — —
44900
fastmcp-me
Provides intelligent web search capabilities using OpenAI's reasoning models, e…
 — ○ ⏳ — N/A N/A — — —
Showing 44851–44900 of 45235 servers
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