MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

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59573
Discovered
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29905
Scored
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2112
Verified
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16953
Complete
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Last updated 44 minutes ago

Grade Distribution

Score Distribution

Newly Added

WICK Funded — Trading F Tandem F 灵境社区 - Lingjing Community F Joules — AI Cycling Coach F GameFork MCP F

Biggest Gainers

DoorProfit Crime & Neighborhood Data +51 zobrx +40 theothers +10

Biggest Drops

Truthifi Connect -12 0Latency Memory -12 PaKi Curator — Visual Medicine Art Catalog -12
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59551
dsd
Rezi MCP lets you connect your Rezi account to AI tools like Claude, Codex, and…
 — ○ ⏳ — — — — 81 —
59552
Gregarrific
A personal MCP server that gives Claude native access to YNAB budget data.
 — ○ ⏳ — — — — — —
59553
metehan777
Enables interacting with Google Search Console via natural language, supporting…
 — ○ ⏳ — N/A N/A — — —
59554
zxcalbert
trae-cn-mcp Claim
MCP server that integrates with Volcengine's coding API to enable AI-powered ch…
 — ○ ⏳ — N/A N/A — — —
59555
Chandukasireddy
system-mcp Claim
Exposes system telemetry tools to retrieve CPU, memory, disk, battery, network,…
 — ○ ⏳ — N/A N/A — — —
59556
hwruchan
Enables management of Sangmyung University academic information including sched…
 — ○ ⏳ — — — — 81 —
59557
vj-presidio
A CLI tool that runs an MCP server over stdio for Specif-ai, enabling interacti…
 — ○ ⏳ — N/A N/A — 95 —
59558
AiAgentKarl
Stores and retrieves key-value memories with metadata and namespaces for AI age…
 — ○ ⏳ — N/A N/A — — —
59559
raisiqueira
A Model Context Protocol (MCP) server for Django applications, inspired by Lara…
 — ○ ⏳ — N/A N/A — 95 —
59560
templetwo
An MCP server providing 82 tools for persistent memory, governance, and conscio…
 — ○ ⏳ — — — — — —
59561
chris
— ○ ⏳ — N/A N/A — 95 —
59562
markus
Convo Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
 — ○ ⏳ — — — — 81 —
59563
theYahia
Provides access to Neshan Maps API (Iran) for geocoding, directions, and place …
 — ○ ⏳ — — — — — —
59564
gsc-em
MCP CPG GTINs — B2B Retail Grocery Procurement
 — ○ ⏳ — — — — — —
59565
everford
Fetcher MCP Claim
A server that allows fetching web page content using Playwright headless browse…
 — ○ ⏳ — N/A N/A — 95 —
59566
CSOAI-ORG
meditation-guide-ai-mcp MCP server by MEOK AI Labs
 — ○ ⏳ — N/A N/A — — —
59567
fungiboletus
MCP Café Claim
Simulates technical discussions with various agent profiles to help solve engin…
 — ○ ⏳ — N/A N/A — — —
59568
manteclaw
MCP server for Base L2 DeFi operations with 9 monetized endpoints
 — ○ ⏳ — N/A N/A — — —
59569
npow
Enables coding agents to interact with Metaflow workflows, including querying f…
 — ○ ⏳ — N/A N/A — — —
59570
JayantCBX
Enables querying Google Search Console and Google Analytics 4 data to retrieve …
 — ○ ⏳ — — — — 81 —
59571
BryanCaves
Enables access to Twitch API data for retrieving channel statistics, viewership…
 — ○ ⏳ — — — — 81 —
59572
askAITHENA
# Gyana Universal VectorKB MCP Server A unified WebSocket-based MCP (Model Con…
 — ○ ⏳ — N/A N/A — 95 —
59573
Outlook Claim 2
Outlook integration with OAuth, message search, batch operations, and calendar …
 — ○ — N/A N/A — 61 —
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