MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50951
JcBouquin
Enables users to fetch and display various types of jokes (Chuck Norris, Dad jo…
81
50952
bioanywhere
Enables AI applications to interact with the Base Network and Coinbase API for …
81
50953
beydemirfurkan
tweetly Claim
An MCP server that enables AI agents to automate actions on X (Twitter) through…
50954
iracic82
Manages Infoblox Universal DDI infrastructure (DNS, DHCP, IPAM, security) throu…
50955
agentspan-ai
A Python MCP server with 65 deterministic tools across 8 groups, supporting std…
50956
kamath
zomato Claim
N/A N/A 95
50957
Puthin7778
Explore and query the Plantops GraphQL API with schema introspection, field dis…
N/A N/A 95
50958
feamster
Enables managing Google Drive files, Docs, and Sheets through natural language …
N/A N/A
50959
AndrewHossam
Rumble MCP Claim
Provides AI assistants with access to TheRumble.app investment research data fo…
50960
Quegenx
Enables comprehensive WhatsApp integration through WaPulse API, supporting mess…
95
50961
sF1nX
x402station Claim
Pre-flight oracle for x402 — detect decoys, zombies, and price traps before age…
N/A N/A 75
50962
Raindancer118
cachyos-mcp Claim
All-in-one Arch/CachyOS deep system control MCP server. It provides pacman + AU…
N/A N/A
50963
cwattsnogueira
AVA Claim
Enables AI agents to create Gmail drafts safely using the Gmail API, without se…
N/A N/A
50964 N/A N/A 95
50965
leonardoceron-yvy
Enables to manage Pipedrive deals, activities, persons, organizations, and cust…
50966
DexopT
AHME Claim
Provides AI coding assistants with long-term memory by compressing conversation…
N/A N/A
50967
memgraph
A lightweight server implementation of the Model Context Protocol that connects…
81
50968
lpicci96
unesco-mcp Claim
A Model Context Protocol server that connects AI assistants to UNESCO Institute…
50969
lexbeam-software
Enables LLMs to interact with the EU AI Act regulation by classifying AI system…
50970
kinhsach
kinhsach Claim
N/A N/A 95
50971
currencytransfer
Enables AI assistants to trade FX, manage beneficiaries, check balances, reques…
50972
abdallah-nasir
Enables interaction with Google NotebookLM through a real Chrome browser, allow…
50973
lineage-foundation
Provides tools to interact with the Lineage blockchain API, including wallet se…
50974
dekaic
cocos-mcp Claim
Bridges Cocos Creator 3.8.x editor with MCP protocol, enabling Claude Code to q…
N/A N/A
50975
mambalabsdev
Finds and verifies work emails on your own provider keys, with real per-provide…
N/A N/A
50976
xiaobenyang-com
iconify-icon Claim
Browse 200,000+ open-source vector icons across 200+ sets. Search and filter by…
N/A N/A 95
50977
v-o-h-s
Provides context from previous sessions to new OpenCode sessions for continuity…
N/A N/A
50978
LakshmiGayathri19
A server application that integrates with Atlassian Confluence API, providing c…
81
50979
ilask
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
81
50980
alejandro-ao
MCP server providing access to the GNews API for fetching news articles and hea…
50981
zensation-ai
Seven-layer agent memory: episodic, semantic, procedural and core. Local SQLite…
N/A N/A
50982
hyuwowo
OpenTrading Claim
An open-source AI trading agent for MetaTrader 5 with MCP support, connecting A…
N/A N/A
50983
Yiminnn
Enables interaction with USCardForum.com, a Discourse-based community for US cr…
81
50984
Northy9
AI tools for MyPost A4 labels, 4x6 thermal printers and LabelChop resources.
50985
sarptandoven
Dynamically exposes Python SDKs (Kubernetes, GitHub, Azure) through an agent-fr…
81
50986
Faresabdelghany
Enables comprehensive GitHub project management with 20 tools for issue trackin…
81
50987
andreahaku
github-wiki-mcp Claim 1
MCP server for managing GitHub wiki pages programmatically, enabling create, re…
N/A N/A 95
50988
Staks-sor
Provides tools for local development environment management and PostgreSQL opti…
N/A N/A
50989
kausikram
Enables searching products, viewing orders, and analyzing order trends on Amazo…
N/A N/A
50990
HappyMonkeyAI
Exposes a developer's local context (communication preferences, stack, repos, m…
N/A N/A
50991
code4history
MCP server for IIIF integration, enabling image fetching, manifest exploration,…
50992
sharpsir-group
A read-only MCP server providing 56 tools to query Qobrix real-estate CRM data,…
50993
coinpaprika
CoinPaprika Claim
Real-time crypto market data: prices, tickers, exchanges, OHLCV candles, and me…
50994
true402
mcp-server Claim 1
Pay-per-call AI + web + on-chain tools over x402 (USDC on Base): LLM, SEO, extr…
N/A N/A 61
50995
HadyAhmed00
Android-MCP Claim
Enables AI agents to control Android devices and emulators through direct UI in…
N/A N/A 95
50996
arun250492
Personal-MCP Claim
An MCP server that provides [describe what your server does]
N/A N/A
50997
martinendara
Measure how AI assistants cite your brand. Returns measured data and ready-to-a…
50998
pokidyshev
Oura MCP Claim
Provides LLMs with access to Oura Ring health data including sleep metrics, act…
81
50999
abdul-34
A comprehensive MCP server that connects AI systems to GoHighLevel CRM, providi…
51000
golden-horizon
Enables SOC analysts to analyze security incidents, map to MITRE ATT&CK, calcul…
N/A N/A 95
Showing 50951–51000 of 66502 servers