MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

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44165
Discovered
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29482
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2111
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16952
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Last updated 2 hours, 7 minutes ago

Grade Distribution

Score Distribution

Newly Added

Repowise (Hosted) F Link Center F data-enrichment F intelligence-gateway F MCP Compliance Preflight F

Biggest Gainers

theothers +30 aeo +2 Swarm Tips — Aggregated AI Agent Activities +1

Biggest Drops

SaaS Browser -4 Correkt: The AI-Native Online Marketplace for Physical Products -3 library -2
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43951
amajorai
Provides tools for AI assistants to search and explore the Update Night catalog…
 — ○ ⏳ — — — — — —
43952
wx-b
An MCP server implementing Recursive Language Models (RLM) to process arbitrari…
 — ○ ⏳ — N/A N/A — 95 —
43953
spajjuri.pro
vsfclubnew1 Claim
— ○ ⏳ — N/A N/A — 95 —
43954
SeoNaRu
Provides access to inspirational quotes through a free API, enabling users to r…
 — ○ ⏳ — — — — 81 —
43955
CSOAI-ORG
stripe-billing-mcp MCP server by MEOK AI Labs
 — ○ ⏳ — N/A N/A — — —
43956
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries to…
 — ○ ⏳ — — — — 81 —
43957
Pay-per-call AI agent utilities via x402 on Base (USDC). 7 tools, $0.003/call.
 — ○ — N/A N/A — 61 —
43958
9Churze
Enables AI assistants to query nearby parties, retrieve party details, and gene…
 — ○ ⏳ — — — — — —
43959
christian.nicolas
lumora Claim
— ○ ⏳ — N/A N/A — 95 —
43960
cola-cloud-us
Provides access to over 2.5 million US alcohol label records from the TTB via t…
 — ○ ⏳ — — — — 81 —
43961
alona-assouline
Create and manage collaborative whiteboards on Overboard Studio directly from y…
 — ○ ⏳ — N/A N/A — — —
43962
erp.precise
saifs-ai Claim
— ○ ⏳ — N/A N/A — 95 —
43963
Veroq-api
Veroq Claim
web search and financial search intelligence MCP server — /ask /verify + 52 too…
 — ○ ⏳ — — — — 81 —
43964
shichao402
vikunja-mcp Claim
Enables AI assistants to interact with Vikunja task management via ergonomic an…
 — ○ ⏳ — — — — — —
43965
Basis-sh
basis Claim
— ○ ⏳ — N/A N/A — 95 —
43966
shuangzixing1976
Bazi MCP Claim
MCP server for accurate Bazi calculations, enabling personality analysis, desti…
 — ○ ⏳ — — — — — —
43967
arcjet
Arcjet MCP Claim
Arcjet is the runtime security platform that ships with your AI code. Enforce b…
 — ○ ⏳ — — — — 81 —
43968
Jarvis-27
Query PostgreSQL databases in plain English — LLM-generated, safety-validated S…
 — ○ ⏳ — — — — — —
43969
madgicx
Madgicx Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
 — ○ ⏳ — — — — 81 —
43970
KarthikSKumar98
Enables AI assistants to query HPE Aruba Networking Central data (sites, device…
 — ○ ⏳ — — — — — —
43971
kluster-ai
Enables fact-checking of AI responses against reliable sources and validation o…
 — ○ ⏳ — — — — 81 —
43972
jinseok19
mcp Claim
— ○ ⏳ — N/A N/A — 95 —
43973
SurajKGoyal
amnesic Claim
Persistent semantic memory for SQL databases. Postgres, MySQL, MSSQL, SQLite.
 — ○ ⏳ — N/A N/A — — —
43974
Dg09402
npx Claim
— ○ ⏳ — N/A N/A — 95 —
43975
clauxel
Codex run receipts your reviewer can trust.
 — ○ ⏳ — — — — — —
43976
InstantMCP
Enable your AI assistant to generate stunning images and perform various action…
 — ○ ⏳ — N/A N/A — 95 —
43977
jack6249
— ○ ⏳ — N/A N/A — 95 —
43978
kochetkov-ma
brewpage-mcp Claim
MCP server for BrewPage, a free no-signup hosting service. Lets AI agents publi…
 — ○ ⏳ — — — — — —
43979
usman.ramzan0505
myserver Claim
— ○ ⏳ — N/A N/A — 95 —
43980
pipeworx-io
Provides access to Deutsche Bundesbank (Germany's central bank) statistics via …
 — ○ ⏳ — — — — — —
43981
@mcp-z
mcp-pdf ⚡ Claim
— ○ ⏳ — N/A N/A — 95 —
43982
godson
— ○ ⏳ — N/A N/A — 95 —
43983
annibale-x
mcp-memento Claim 1
An MCP server that provides persistent memory and context management across ses…
 — ○ ⏳ — N/A N/A — 95 —
43984
QiuwenZheng
Interminal Claim
Lightweight MCP server providing terminal access (SSH & local shells) for AI as…
 — ○ ⏳ — N/A N/A — — —
43985
wook0120
— ○ ⏳ — N/A N/A — 95 —
43986
wyre-technology
spanning-mcp Claim
MCP server for Spanning Cloud Backup — M365/GWS/Salesforce SaaS backup, restore…
 — ○ ⏳ — — — — — —
43987
Bright-L01
The first NetworkX integration for Model Context Protocol, enabling graph analy…
 — ○ ⏳ — N/A N/A — 95 —
43988
averagedigital
An integration server that enables AI agents to securely interact with Bitrix24…
 — ○ ⏳ — — — — 81 —
43989
majidmanzarpour
Connects Roblox Studio to AI coding editors via the Model Context Protocol, all…
 — ○ ⏳ — — — — 81 —
43990
toiletmadarchut
Enables users to control the cursor in Figma through verbal commands using an a…
 — ○ ⏳ — N/A N/A — 95 —
43991
ezark-consulting
Adversarial AI review API — independent quality gating for AI agent outputs. Pr…
 — ○ ⏳ — N/A N/A — 95 —
43992
MoshPitLabs
Enables AI models to send plain text messages, formatted release announcements,…
 — ○ ⏳ — — — — 81 —
43993
zeljkolivaja
A local Model Context Protocol server that enables secure interaction with self…
 — ○ ⏳ — N/A N/A — 95 —
43994
qyd0801
cubox Claim
— ○ ⏳ — N/A N/A — 95 —
43995
MeirKaD
test123 Claim
— ○ ⏳ — N/A N/A — 95 —
43996
akilat-spec
— ○ ⏳ — N/A N/A — 95 —
43997
feedclaw
FeedClaw Claim
The approval inbox for AI agents. Your agent drafts, you approve, it publishes.…
 — ○ ⏳ — — — — 81 —
43998
universal-mcp
Provides a standardized interface for interacting with Falai's tools and servic…
 — ○ ⏳ — N/A N/A — — —
43999
CSOAI-ORG
flight-logger-mcp MCP server by MEOK AI Labs
 — ○ ⏳ — N/A N/A — — —
44000
authzx
mcp-gateway Claim
AuthzX MCP Gateway — policy-enforcing proxy between AI agents and MCP servers
 — ○ ⏳ — N/A N/A — — —
Showing 43951–44000 of 44165 servers
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