MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42801
YawLabs
Manage your Tailscale tailnet - devices, ACLs, DNS, keys, and more - through na…
42802
dlasky
Provides graph-based semantic memory storage and retrieval using vector embeddi…
81
42803
TatarchenkovAndrey
shopee-mcp Claim
MCP server for searching Shopee products in Singapore or Indonesia and generati…
42804
3viky
Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tool…
81
42805
synergyai-os
ProductBrain Claim
Connects AI assistants to a team's product knowledge base, enabling search, cap…
N/A N/A
42806
photon-hq
Exposes 67 MCP tools for iMessage including chats, messages, attachments, conta…
42807
wallet-io
keygenix-mcp Claim
Non-custodial TEE key management and signing for AI agents, supporting multiple…
42808
CSOAI-ORG
Tiny zero-dependency verifier for MEOK AI Labs compliance attestations (DORA, N…
N/A N/A 95
42809
JaimeJunr
MCP server that lets any agent or MCP host delegate tasks to Claude Code runnin…
N/A N/A
42810
ppengit
Enables SQL Server database operations (queries, table management) and file sys…
81
42811
mpazaryna
A Cloudflare Workers-based MCP server that enables connecting AI assistants lik…
N/A N/A 95
42812
rafiattrach
M3 Claim
Enables querying MIMIC-IV medical data using natural language through MCP clien…
42813
NaveenSharma
anzsco-mcp Claim
Enables AI assistants to search and explore Australian occupation codes (ANZSCO…
42814
sanchez314c
agent-nero Claim
Agent NERO is an MCP server that enables Claude Code to spawn, manage, and comm…
N/A N/A
42815
tanish-kr
Enables searching Japanese addresses by 7-digit zip code using the zipcloud API.
42816
shyamgsundhar
An AI-powered travel planning assistant that fetches live weather, generates pa…
42817
rick001
MCP server for Spice Garden demo restaurant that enables querying orders, inven…
N/A N/A
42818
haydary1986
fleet-mcp Claim
A unified MCP server for managing hosting fleets, enabling natural language con…
42819
DojoCodingLabs
🎬 Claude Code plugin — full video production studio for Remotion. AI voiceovers…
N/A N/A
42820
Byggarepop
TokenSaver Claim
Token-efficient C#, Razor, and .NET file views for AI assistants. 50-95% token …
N/A N/A
42821
info-kk33
## AskMia eSIM MCP Server AskMia MCP Server enables AI agents to search and se…
81
42822
Baneado98
Catch AI-hallucinated (slopsquatted) npm imports in generated code before npm i…
N/A N/A 95
42823
git-fabric
An AI conversation management layer that enables creating chat sessions, persis…
81
42824
alfredoizdev
Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.
N/A N/A
42825
7grounds
fedlex-mcp Claim
Swiss Federal Law (Fedlex) — search and retrieve articles from 11 federal laws.
N/A N/A 95
42826
norman2112
bhyve-mcp Claim
Query and control Orbit B-Hyve irrigation systems from MCP-compatible clients l…
42827
IceyWu
MCP server that enables AI assistants to read and write Tencent Docs (smart tab…
42828
gurezo
Assists MDN Japanese translation tasks by automating file copying from English …
N/A N/A
42829
mows21
n8nmcpremote Claim
N/A N/A 95
42830
NeelContractor
Enables users to add, list, and summarize expenses, and exposes expense categor…
N/A N/A
42831
james-sib
Measured ground motion per US address (NASA InSAR). Self-register, $0.40/report…
42832
RichFerry
A production-grade, extensible Python template for building Model Context Proto…
81
42833
relativismofisico
weather-mcp Claim
Enables querying current weather, 7-day forecast, UV index, and air quality for…
42834
Inefavel
MCP Server para Salesforce Marketing Cloud: valida queries do Automation Studio…
N/A N/A
42835
bdurrett
A Python-based MCP server that generates creative dad joke prompts on any topic…
N/A N/A
42836
AIops-tools
Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 …
N/A N/A
42837
pipeworx-io
Unpaywall Claim
Unpaywall MCP — open-access lookup for scholarly papers (free, no key)
42838
itshen
Enables searching arXiv papers and retrieving full paper content as Markdown, w…
N/A N/A
42839
nexgendata-apify
Pulls from public H1B visa filings (Department of Labor LCA database) plus anci…
81
42840
rajivdatta
An MCP server that finds recent job postings based on your LinkedIn profile, sc…
N/A N/A
42841
gull-9mgK
Suprdeck Claim
Fundraising intelligence MCP server — access investor data, funding rounds, and…
81
42842
sjgant80-hub
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
42843
Saml1211
Bridges AI assistants with Rubberduck VBA to enable code analysis, module manag…
N/A N/A
42844
bind-protocol
Local MCP server for Bind Protocol — credential parsing, verification, and hash…
42845
danielscholl
Maven MCP Server enables AI assistants to manage Maven dependencies through nat…
N/A N/A
42846
ericknavarro
An MCP server to manage and organize a Calibre ebook library, enabling metadata…
42847
HtaG-Analytics
htag-spatial Claim
HTAG H3 spatial tools for price/rent, indicators, geometry, and concordance.
42848
fastmcp-me
Enables natural language querying and management of Snowflake databases, includ…
42849
mark-nelson
US drone airspace intelligence and mission planning. Query 11 FAA data layers, …
81
42850
eleva
A minimal MCP server deployed on AWS Lambda and exposed via API Gateway, enabli…
Showing 42801–42850 of 67197 servers
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