MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

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69070
Discovered
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33788
Scored
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2112
Verified
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16953
Complete
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Last updated 2 hours, 48 minutes ago

Grade Distribution

Score Distribution

Newly Added

Wishlistme F Tahona F Run it by F Qanvo Stock Screener F Listenbox F

Biggest Gainers

Bureau public reader +48 sukimalabo-tester +46 ActionDock +44

Biggest Drops

Jithox Commerce Preflight -56 Wisely x402 Agent-Payment Infrastructure -56 main -55
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60801
getmunin
munin Claim
Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS…
 — ○ ⏳ — — — — — —
60802
rusnetru
A single MCP server that lets any agent see and act on the screen across native…
 — ○ ⏳ — N/A N/A — — —
60803
severity1
3commas-mcp Claim
A Model Context Protocol (MCP) server that integrates AI assistants with the 3C…
 — ○ ⏳ — — — — — —
60804
nishant
test1 Claim
— ○ ⏳ — N/A N/A — 95 —
60805
axel-belfort
Currency conversion API for AI agents. Convert between fiat currencies (ECB rat…
 — ○ ⏳ — N/A N/A — 95 —
60806
comet-ml
Integrate seamlessly with your IDE and access all Opik features through a stand…
 — ○ ⏳ — N/A N/A — 95 —
60807
hyungseokyoon
velog-mcp Claim 1
MCP server for Velog blog platform enabling reading, searching, and writing art…
 — ○ ⏳ — — — — 81 —
60808
ritheshr21
Tracks commitments (promises made in conversations) and provides tools to add, …
 — ○ ⏳ — N/A N/A — 95 —
60809
callstackincubator
agent-device Claim
Discovery router for the agent-device CLI. Exposes status, install guidance, ve…
 — ○ ⏳ — N/A N/A — — —
60810
hasdata
Direct access to 40+ scraping and search tools. Extract structured data from Go…
 — ○ ⏳ — — — — 81 —
60811
ragionex
Dynamic semantic memory for AI assistants that persists across sessions and cli…
 — ○ ⏳ — — — — — —
60812
getfacade
GetFacade Claim
Designs a real house exterior on its own photo, prices it line by line and docu…
 — ○ ⏳ — N/A N/A — — —
60813
FNZ1961
GrACE-MCP Claim
A knowledge graph MCP server that integrates Graphiti and the ACE framework for…
 — ○ ⏳ — — — — 81 —
60814
metachain-org
An MCP server implementation for Alpaca's Trading API that enables LLMs to inte…
 — ○ ⏳ — — — — — —
60815
zen-apps
Provides access to USDA FoodData Central database, enabling food search, nutrit…
 — ○ ⏳ — — — — — —
60816
compligent
csf Claim
NIST CSF 2.0 - Professional cybersecurity framework with 35 tools and 12 prompts
 — ○ ⏳ — N/A N/A — 95 —
60817
runitsolutions
A Model Context Protocol (MCP) server that provides standardized access to OVH …
 — ○ ⏳ — — — — — —
60818
Mingwei2
data-explore Claim
An MCP server for dataset exploration and analysis, enabling LLM clients to per…
 — ○ ⏳ — N/A N/A — — —
60819
InfraMCP
Enables AI agents to securely manage and execute commands on remote Windows ser…
 — ○ ⏳ — N/A N/A — — —
60820
MauricioPerera
This MCP server enables AI assistants to interact with a SQLite database throug…
 — ○ ⏳ — N/A N/A — — —
60821
bzd6661
wechat-to-md Claim
Converts WeChat Official Account articles to clean Markdown with locally downlo…
 — ○ ⏳ — N/A N/A — — —
60822
sunc901008
Enables AI assistants to manage WordPress content (create, retrieve, update pos…
 — ○ ⏳ — — — — — —
60823
ALEXaquarius
Verify multi-hop relational claims before an agent asserts them — zero tokens, …
 — ○ ⏳ — N/A N/A — — —
60824
Aether Wealth Claim 1
Aether Wealth MCP for AI assistants: trades, alerts, market data, macro calenda…
 — ○ — N/A N/A — 81 —
60825
paylink-ai
Open-source MCP server that streamlines payment integration for AI agents and f…
 — ○ ⏳ — — — — — —
60826
thrid3v
A Model Context Protocol (MCP) server that gives AI agents the ability to proce…
 — ○ ⏳ — N/A N/A — — —
60827
optimusbasti
Provides tools for managing Docker containers, Compose stacks, and system resou…
 — ○ ⏳ — — — — 81 —
60828
artofthepossible
This server provides guidance and recommendations based on AWS's Well-Architect…
 — ○ ⏳ — N/A N/A — 95 —
60829
alesdrobysh
A Model Context Protocol (MCP) server for GitLab integration, written in TypeSc…
 — ○ ⏳ — — — — — —
60830
PsychQuant
Enables executing Python scripts, rendering scenes, and controlling 3D objects …
 — ○ ⏳ — N/A N/A — — —
60831
heikoliedtke
Enables querying nearby stations and departure boards using the RMV public tran…
 — ○ ⏳ — N/A N/A — — —
60832
stmtc233
Provides read-only access to Guangdong gaokao data, enabling searches for schoo…
 — ○ ⏳ — — — — — —
60833
AankitPaudel
An AI agent system that monitors manufacturing equipment health using the Model…
 — ○ ⏳ — N/A N/A — — —
60834
iflow-mcp
MCP server for extracting text from PDF files, supporting local files and URLs.
 — ○ ⏳ — — — — — —
60835
bughide010
hideaa Claim
— ○ ⏳ — N/A N/A — 95 —
60836
kkrizka
Enables searching for movies and TV shows and retrieving streaming availability…
 — ○ ⏳ — — — — 81 —
60837
burcusipahioglu
Brings on-premises Azure DevOps Server (including TFVC) to AI assistants with 4…
 — ○ ⏳ — N/A N/A — — —
60838
sunneeee
Enables AI assistants to trade Four.meme tokens on BNB Smart Chain via the Mode…
 — ○ ⏳ — N/A N/A — — —
60839
kaznak
Enables Claude AI to interact with Prometheus Alertmanager for alert retrieval,…
 — ○ ⏳ — — — — — —
60840
luminarylane
Connects MCP clients to the Google Search Console API, enabling search analytic…
 — ○ ⏳ — — — — — —
60841
henrikxyz
An MCP server providing Model-usable tools to fetch real-time quotes, historica…
 — ○ ⏳ — — — — — —
60842
theoreticalthread
agyforclaude Claim
MCP server enabling delegation of tasks to the Antigravity (Gemini) CLI from an…
 — ○ ⏳ — N/A N/A — — —
60843
LunaParker
waveapps-mcp Claim
This MCP server enables AI assistants like Claude to perform Wave Accounting bo…
 — ○ ⏳ — N/A N/A — — —
60844
mcpslim
notion-slim Claim
A token-optimized MCP server for Notion that reduces context window usage by 73…
 — ○ ⏳ — — — — — —
60845
Ln129402
MCP server that enables AI assistants to automatically write and publish blog p…
 — ○ ⏳ — — — — — —
60846
akutishevsky
A Model Context Protocol (MCP) server that brings your Google Tasks into Claude…
 — ○ ⏳ — — — — — —
60847
MIMI180306
Gives Claude Code long-term memory that persists across sessions via hybrid BM2…
 — ○ ⏳ — N/A N/A — — —
60848
tsuruokashun08
Enables Japanese business calendar operations such as holiday checking, busines…
 — ○ ⏳ — N/A N/A — — —
60849
yogeshsraju-max
zoho-recruit Claim
Enables Claude to manage Zoho Recruit ATS operations including candidates, jobs…
 — ○ ⏳ — — — — — —
60850
InfraMCP
MCP server for VMware vSphere infrastructure management, enabling VM operations…
 — ○ ⏳ — N/A N/A — — —
Showing 60801–60850 of 69070 servers
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