MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

44165
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43801
adzuna
adzuna-mcp Claim
N/A N/A 95
43802
documentation-x
Greet people by name with quick, friendly salutations. Explore the origin story…
N/A N/A 95
43803
shdomi8599
vibie-mcp Claim
Deploy static HTML folders to permanent vibie.page URLs in seconds. One-line au…
43804
tchoupoGuy
basic-mcp Claim
A Model Context Protocol server that exposes tools and resources for fetching G…
43805
turnono
Enable seamless time tracking and reporting for Azure DevOps work items by inte…
N/A N/A 95
43806
mgao
JobDataLake Claim
Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, sala…
81
43807
mirenqinggege
postgres-mcp Claim
A Postgres MCP server with index tuning, explain plans, health checks, and safe…
43808
Digidai
Converts any web page to clean Markdown, handling JS-heavy SPAs, paywalled cont…
43809
Rentapad
Analyze images and videos by providing URLs or local file paths. Gain insights …
N/A N/A 95
43810
IAMSamuelRodda
Enables AI assistants to manage Joplin Notes through the Web Clipper API, suppo…
N/A N/A 95
43811
AgentBonnybb
ibitlabs-mcp Claim
iBitLabs live receipts: real balance, trades, shadow rules & saga from a $1k→$1…
N/A N/A
43812
CSOAI-ORG
price-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
43813
dmang-dev
mcp-bizhawk Claim
MCP server for BizHawk, the multi-system emulator. Drive NES, SNES, GB/GBC/GBA,…
N/A N/A
43814
null
This MCP (Model Context Protocol) server provides access to UNHCR data through …
81
43815
CSOAI-ORG
focus-timer-ai-mcp MCP server by MEOK AI Labs
N/A N/A
43816
mutamiri-sudo
Country-agnostic MCP-callable directory for AI agents to find local SMBs — real…
43817
mcp-hive
MCP Hive Claim
MCP Clients Pay for Access to Commercial MCP Servers. AI applications pay per r…
81
43818
FoggyStorm
Kratos-MCP Claim
A memory system for AI coding tools that stores and retrieves codebase context …
81
43819
payhumans
The human API for AI agents. When your agent hits a task it can't do — verify a…
81
43820
PkLavc
mcp-brasil Claim
Connects AI agents to 28 Brazilian public APIs, providing over 200 tools to acc…
81
43821 N/A N/A 95
43822
TheWinci
local-rag Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
N/A N/A 95
43823
nirholas
SperaxOS Claim
Sperax Protocol MCP – USDs stablecoin, SPA, veSPA governance & Demeter DeFi on …
N/A N/A 95
43824
kapruka
Enables searching and retrieving Sri Lankan business reviews and doctor profile…
43825
MukundaKatta
case-mcp Claim
MCP server: convert a string between case styles. Smart splitting handles mixed…
43826
EodHistoricalData
Enables interaction with EOD Historical Data APIs, providing access to 75 read-…
43827
kiwoongeom
gmc-mcp Claim
MCP server for Google Merchant Center, providing 126 tools to manage Google Sho…
43828
lazymac2x
Cloudflare Workers MCP server: code-explainer
43829
summerstateofmind
Cost-of-living & quality-of-life comparison: take-home pay, equivalent salary, …
43830
bpolania
Bulwark Claim
AI agent governance: content scanning, audit logs, policy evaluation, session m…
N/A N/A 83
43831
coreyhines
opnsense-mcp Claim
OPNsense firewall operations via API. Query ARP, DHCP, firewall rules, logs, in…
43832
kilhubprojects
MemoryMesh Claim
A universal, local-first MCP hub that indexes personal files (documents, code, …
N/A N/A
43833
karellen
Enables LLMs to debug Java applications using JDB, supporting breakpoints, step…
N/A N/A
43834
hans6883
Pattern-intelligence MCP server for ServiceNow Discovery that enables AI agents…
N/A N/A
43835
midodimori
MCP server for searching Stack Overflow questions and retrieving answers with b…
43836
micaelmalta
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
81
43837
lazymac2x
Cloudflare Workers MCP server: code-pattern-risk-scanner
43838
Tomaslopera
Connects multiple microservices (ventas and pedidos) through a central MCP gate…
N/A N/A
43839 N/A N/A 95
43840
oilst
Enables natural language trading and market data queries on Kraken Pro via Gemi…
43841
soup
mcp-server Claim
N/A N/A 95
43842
brekhov-ilya
MCP server for Yandex Tracker API, enabling AI assistants to search, read, crea…
43843
michaeljiangmingfeng-debug
Quantitative trading strategies, market indices, and live performance data
N/A N/A 95
43844
team
MCP server for Terraform — automatically validates, secures, and estimates clou…
N/A N/A 95
43845
metricduck
SEC filing intelligence for AI agents. Financials, filing analysis, screening, …
81
43846
clauxel
Remote MCP for MCP tool deprecation receipt, structured receipts, audit logs, a…
43847
Rumblingb
Enables AI agents to search, read, and explore Wikipedia articles via tools lik…
43848
CSOAI-ORG
ci-cd-generator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
43849
adler0311
Research SEC filings by ticker or CIK to get company details, recent forms, and…
N/A N/A 95
43850
runnel
voog-mcp Claim
MCP server for Voog CMS enabling management of Liquid templates, pages, product…
Showing 43801–43850 of 44165 servers
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