MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

Submit Your Server Not listed? Add & get scored →
Score Your Own Servers Free CLI for local & internal scoring →
44165
Discovered
→
29482
Scored
→
2111
Verified
→
16952
Complete
Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 40 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
44051
buildingopen
OpenBrowser Claim
Enables AI tools to browse the web as the user by providing access to a persist…
 — ○ ⏳ — — — — — —
44052
MCP-Mirror
Enables AI assistants to interact with Joplin notes through full-text search, r…
 — ○ ⏳ — N/A N/A — 95 —
44053
Thamindu-Dev
sinhala-mcp Claim
Translates Sinhala or Singlish instructions into precise English technical spec…
 — ○ ⏳ — — — — — —
44054
john-walkoe
Provides access to USPTO enriched citation and office action citation APIs with…
 — ○ ⏳ — N/A N/A — — —
44055
mortada7-11
A Model Context Protocol server that exposes SQL Server metadata and read-only …
 — ○ ⏳ — — — — — —
44056
MCP-Mirror
Enables interaction with Warpcast (Farcaster) through Claude, allowing users to…
 — ○ ⏳ — — — — 81 —
44057
kritsxxxiva-sudo
n8n-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
44058
vlsky2603
Bridges AI assistants with the largest curated AI directory, enabling search fo…
 — ○ ⏳ — — — — — —
44059
tgambet
A Node.js port of the official Fetch MCP server that enables LLMs to fetch and …
 — ○ ⏳ — — — — — —
44060
StreamlinedStartup
sendook-mcp Claim
MCP server for Sendook - an AI email communication platform. Enables AI agents …
 — ○ ⏳ — — — — — —
44061
solomonneas
n8n-ops-mcp Claim
Provides ops-focused n8n tools for MCP-compatible agents, enabling listing, ins…
 — ○ ⏳ — N/A N/A — — —
44062
ysocrius
Enables Cursor AI to read and modify Figma designs programmatically via the Mod…
 — ○ ⏳ — N/A N/A — — —
44063
keioseung
DART API를 활용하여 다중 기업의 재무제표 정보를 분석하고 시각화하는 서버로, 매출액, 당기순이익, 총자산 등 다양한 재무 지표를 차트와…
 — ○ ⏳ — — — — 81 —
44064
EXPESRaza
Implements the Model Context Protocol to retrieve context from a locally runnin…
 — ○ ⏳ — N/A N/A — — —
44065
sanshanjianke
MCP server for scientific computing with multiple backends (Mathematica, Octave…
 — ○ ⏳ — N/A N/A — — —
44066
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries for merge r…
 — ○ ⏳ — — — — 81 —
44067
vimtor
Things 3 Claim
Manage Things 3 todos and projects.
 — ○ ⏳ — N/A N/A — 95 —
44068
Mnehmos
Trace MCP Claim
Static analysis engine that detects schema mismatches between data producers (l…
 — ○ ⏳ — — — — 81 —
44069
caliper
Occam Claim
Occam is an MCP server that discovers mathematical equations from numerical dat…
 — ○ ⏳ — — — — 81 —
44070
inchan
other-agents Claim
— ○ ⏳ — N/A N/A — 95 —
44071
VisionAIrySE
Pick the right LLM for any task. Ranked shortlist with rationale across 8 evalu…
 — ○ ⏳ — — — — — —
44072
jcruz-impel
Enables AI assistants to interact with PDF documentation files stored locally. …
 — ○ ⏳ — N/A N/A — 95 —
44073
veetae
— ○ ⏳ — N/A N/A — 95 —
44074
kognar-ai
MCP server that abstracts the Nginx Proxy Manager API, enabling management of p…
 — ○ ⏳ — N/A N/A — — —
44075
GrizzlySMS-Git
MCP server for integrating with Grizzly SMS platform to rent virtual numbers, r…
 — ○ ⏳ — N/A N/A — — —
44076
0xSensei
Pwno MCP Claim
Enables stateful binary analysis and pwn research through GDB/pwndbg debugging …
 — ○ ⏳ — — — — 81 —
44077
wheelfor
wheelfor-mcp Claim
Create, spin, and manage shareable decision wheels on wheelfor.com. Supports cr…
 — ○ ⏳ — — — — — —
44078
PraveenKishore
Enables fetching YouTube video transcripts in various formats via the Model Con…
 — ○ ⏳ — — — — — —
44079
florinel-chis
Enables searching and retrieving Magento 2 REST API documentation offline via l…
 — ○ ⏳ — N/A N/A — — —
44080
ipogrid
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
 — ○ ⏳ — — — — 81 —
44081
akshat
vyazen Claim
— ○ ⏳ — N/A N/A — 95 —
44082
Raroford32
zim Claim
— ○ ⏳ — N/A N/A — 95 —
44083
swapnilsurdi
email-mcp Claim
Local MCP server for multi-account IMAP/SMTP email (iCloud + Gmail via app-spec…
 — ○ ⏳ — N/A N/A — — —
44084
CyberSecAuto-Labs
OpenVAS-MCP Claim
Self-hosted MCP server that gives AI agents structured access to OpenVAS vulner…
 — ○ ⏳ — — — — — —
44085
firasmj
A Model Context Protocol server that enables AI agents to programmatically crea…
 — ○ ⏳ — N/A N/A — — —
44086
sharmasuraj0123
Provides seamless integration with the XO platform for container deployment, ap…
 — ○ ⏳ — — — — — —
44087
dcSpark
Enables Claude to access DeFi data via DefiLlama API, including protocol TVL, c…
 — ○ ⏳ — — — — — —
44088
teto-0401
A production-ready MCP server for coding workflows on Replit, enabling file man…
 — ○ ⏳ — — — — — —
44089
zeph-to
MCP server for AI agents to send notifications, copy to clipboard, request conf…
 — ○ ⏳ — — — — — —
44090
vanthienha199
Tracks AI agent token usage and spending in real time, with budget alerts, per-…
 — ○ ⏳ — N/A N/A — — —
44091
koosty
yacy-mcp Claim
Enables AI applications to perform web searches using a YaCy search engine inst…
 — ○ ⏳ — — — — — —
44092
Proviscale
Enables AI agents to manage invoices, customers, suppliers, accounting entries,…
 — ○ ⏳ — N/A N/A — — —
44093
ebarros23
Provides access to comprehensive U.S. and international energy data from the EI…
 — ○ ⏳ — — — — 81 —
44094
oh-seok-ju
Say Hello Claim
Send personalized greetings to anyone. Toggle Pirate Mode to speak like a pirat…
 — ○ ⏳ — N/A N/A — 95 —
44095
nicolas
airtable Claim
— ○ ⏳ — N/A N/A — 95 —
44096
shuohui-air-technology
MCP server for detecting AI writing patterns in Chinese academic text and provi…
 — ○ ⏳ — N/A N/A — — —
44097
Auxin-io
NYC Friend Claim
Get friendly, local answers to your New York City questions. Ask about neighbor…
 — ○ ⏳ — N/A N/A — 95 —
44098
luis.ticas1
vsfclub1 Claim
— ○ ⏳ — N/A N/A — 95 —
44099
andyliszewski
grounding-ai Claim
Ingests pdf and epub documents for LLM-retrieval (RAG)
 — ○ ⏳ — N/A N/A — — —
44100
mexican75
Enables users to manage email accounts via IMAP/SMTP, including reading, search…
 — ○ ⏳ — N/A N/A — — —
Showing 44051–44100 of 44165 servers
« Prev 1 … 880 881 882 883 884 Next »