MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42951
ahmedbhl
HTTP-based MCP server for GitLab API, enabling project management, issue tracki…
42952 N/A N/A 95
42953
jonybur
mcp-server Claim
stories.yaml — an open specification for software requirements, enforced by CI.
N/A N/A
42954
meltingpixelsai
Tools: - scan_token - Scan a single token for rug pull risk, honeypot status,…
N/A N/A 95
42955
howardpen9
Enables AI agents to communicate and coordinate across tmux panes, allowing the…
N/A N/A
42956
WIndFate
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
42957
kimnerd-dev
Enable seamless integration of Notion data with your LLM applications by exposi…
N/A N/A 95
42958
bookknhp
Enables AI to view and manage e-commerce data such as products, orders, and cou…
N/A N/A
42959
kikigao2020-bot
hibae-admin Claim
N/A N/A 95
42960
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
42961
daniel3303
MCP Manager Claim
Self-hosted MCP proxy and aggregation platform. Register multiple upstream MCP …
42962
zackbissell
A server that acts as a bridge between Claude and local Xcode projects, enablin…
N/A N/A 95
42963
hobiecunningham
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
81
42964 N/A N/A 95
42965
davidmosiah
Privacy-first unofficial Google Health API v4 MCP server for health, sleep, act…
N/A N/A
42966
clauxel
A paid remote MCP for ZeroID, built to return verdicts, receipts, usage logs, a…
42967
Mnymann
nordic-data Claim
Company, KYB, VAT, sanctions, LEI and address data for 15 EU countries.
42968
yoursissu.me
isk-hub Claim
N/A N/A 95
42969
david-choi-querypie
Say Hello Claim
Greet people by name to add a friendly touch to interactions. Personalize welco…
N/A N/A 95
42970
Tomalarrrr
Search, value, sell, and trust-check used bikes on Cyclesite — UK's used-bicycl…
42971
TrueValueRankings
Cryptocurrency fundamental analysis tools via MCP. Enables users and AI agents …
42972
alcastaro
MCP server for datos.gob.do — Dominican Republic open government data (CKAN 2.1…
N/A N/A
42973
comparedge
ComparEdge Claim
Verified pricing, alternatives, and comparisons for 495+ SaaS and AI tools.
N/A N/A
42974
jaspertvdm
TIBET provenance tracking for AI decisions. Cryptographic audit trails with ERI…
81
42975 N/A N/A 95
42976
saltyskip
Rift Links Claim
Rift is the agentic deep linking platform, one URL works two ways: humans get r…
42977
clauxel
Remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, a…
42978
Kuon-dev
Enables advanced reasoning and reflection using the Gemini API and OpenRouter m…
N/A N/A
42979
agenticledger
Enables AI assistants to query the Canton Network blockchain explorer through t…
81
42980
DolphinQuant
echolon Claim
A Python backtest framework for futures research, designed from the start to be…
N/A N/A
42981
overlay-one
A Model Context Protocol server that enables AI assistants to manage Google Tas…
42982
abda11ah
our Claim
N/A N/A 95
42983
forloopcodes
contextplus Claim
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server de…
N/A N/A
42984
choudhary-github
Test prompts by instantly reflecting your message back. Validate formatting and…
N/A N/A 95
42985
alanse-inc
Enables AI agents to interact with tasks, spaces, lists, and folders across mul…
42986
gabrielfilipe7unb
hw3-nanda Claim
N/A N/A 95
42987
johanvd75-byte
Read-only MCP server for The Cracks Index: ranks countries and regions on socia…
42988
zueai
webdev-mcp Claim 1
An MCP server that provides web development tools including taking screenshots …
N/A N/A 95
42989
sF1nX
x402station Claim
Preflight by [x402station.io](https://x402station.io) — infrastructure for x402…
42990
nishant
test1 Claim
N/A N/A 95
42991
jshph
Enzyme Claim
Semantic search and pattern discovery for Obsidian and markdown vaults.
N/A N/A 95
42992
ragalgo
ragalgo-v2 Claim
Get scored, end-of-day insights for Korean stocks and crypto to cut noise and i…
N/A N/A 95
42993
Boolsai-ai
Quant-research MCP — tradeable signals from public-company website stack change…
42994
rash Claim 1
Transpile Rust code to POSIX-compliant shell scripts with formal correctness gu…
N/A N/A 81
42995
juergenkoller-software
Distill MCP Claim
MCP bridge for Distill — let Claude, Cursor, or any MCP client rename files bas…
N/A N/A
42996
Julius-Schmidt
pgx-mcp Claim
Enables real-time pharmacogenomics analysis, including variant clinical signifi…
42997
utkucy
Enables natural language interaction with the Avalanche blockchain through AI a…
N/A N/A 95
42998
m2ai-mcp-servers
Loom Advisor Claim
Provides tools to list, retrieve, edit, and merge Loom screen recordings.
42999
mailwarm
mailx-tools Claim
Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…
81
43000
janmacher02-xl8y
Access SEC EDGAR financial data through your AI assistant. Search public compan…
81
Showing 42951–43000 of 43365 servers
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