MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51951
shibing624
Provides current weather and multi-day forecasts for any location worldwide, in…
51952
Basis Claim 1
Crypto market data, 200 indicators, order flow and a chart link. No account, no…
67
51953
mortenv
gmail-mcp Claim
Enables AI assistants to read Gmail and create drafts securely with read-only a…
51954
sailingnaturali
Provides access to yacht-club outstation records including size limits, rafting…
51955
DMAX-Vibes
manifest-mcp Claim
Enables AI assistants to read and update a user's personal manifest (portable c…
51956
CSOAI-ORG
api-tester-ai-mcp MCP server by MEOK AI Labs
N/A N/A
51957
marcin-sucharski
Exposes Swagger/OpenAPI-defined APIs through the Model Context Protocol, making…
51958 N/A N/A 95
51959
Connected-Paths
Publish to Bluesky, Threads, LinkedIn, Facebook Pages, and Instagram from ChatG…
51960
codeBKashif
Provides tools to analyze and debug GitHub Actions CI failures, including summa…
51961
TJONKR
Bracker Claim
An MCP server that gamifies development by tracking builds, posts, and calculat…
N/A N/A
51962
Archivarix-com
Search archived YouTube videos including deleted, private, or region-blocked co…
N/A N/A 83
51963
aelbuni
aigently Claim
Securely feeds summarized expert security rules into your coding assistance Cla…
N/A N/A
51964
Eqooid
Multi-database SQL operations MCP server that enables CRUD, table creation, and…
N/A N/A
51965
chje12
설명
N/A N/A 95
51966
cn-hash
Enables AI agents to perform multi-platform searches (Douyin, Xiaohongshu, Zhih…
N/A N/A
51967
Giobeck25
mcp-gsuite Claim
server for google
N/A N/A 95
51968
iagomussel
Processes large files, error logs, and codebase searches locally via Ollama to …
N/A N/A 95
51969
peakacom
Enables LLMs to inspect schemas and execute SQL queries on Peaka projects using…
51970
cyanheads
EPA data: ECHO facility compliance, TRI releases, Superfund, drinking water, an…
N/A N/A
51971
rkpraveendev
A personal AI assistant that connects git history, Gmail, Google Calendar, and …
N/A N/A
51972
alexcz-a11y
Enables storing and searching memories via Mem0 API directly from Cursor, allow…
51973
LynkByte
ensemble-mcp Claim
An MCP server providing intelligence infrastructure for AI agent pipelines, inc…
N/A N/A
51974
dmarcdkim
mcpv1 Claim
N/A N/A 95
51975
Gill-tech
soil-wise Claim
N/A N/A 95
51976
lokeshpusarla100
Enables job search on LinkedIn through MCP tools, including keyword and locatio…
51977
travissavard
docs-mcp Claim
N/A N/A 95
51978
nhatho0001
An MCP server that enables reading and managing Microsoft 365 / Outlook emails …
N/A N/A
51979
MuazamAbbas
A remote MCP server for expense tracking, providing tools to add, list, update,…
N/A N/A
51980
afghanfansmedia-ai
Is this song AI or human? Detect AI-generated music (Suno, Udio) from any AI ag…
N/A N/A
51981
Tae4an
Enables AI models like Claude to manage local prompt files with CRUD operations…
N/A N/A
51982
farr1102work-bzcc
https://mempalace-mcp.vercel.app/ — Register or sign in here first to create yo…
81
51983
teoobarca
Enables AI assistants to perform web searches and deep research via Perplexity,…
51984
Linn-Latt
FlexFS MCP Claim
Provides secure file system, web fetching, and Google Cloud Storage access for …
N/A N/A
51985
cosimo
aidentity Claim
N/A N/A 95
51986
fl0w1nd
repomap-mcp Claim
An MCP server that generates ranked, token-budgeted code structure maps using T…
N/A N/A
51987
csh1668
boj-mcp Claim
Unofficial MCP server for searching and recommending Baekjoon (BOJ) problems us…
51988
deploypilotorg
MCP Server Claim
A modular Model Control Protocol server that provides tools for GitHub reposito…
51989
HoganDong486
Enables AI agents to browse the web, interact with pages, fill forms, and extra…
N/A N/A
51990
alex-on-ai
WebReaper Claim
AI-native web scraper: scrape, crawl and map any site to clean markdown over st…
N/A N/A
51991
OscarC88
Enables weather queries through OpenWeatherMap API, providing current condition…
51992
mambalabsdev
Scores a company against your ICP with weighted signals. Returns score, tier, a…
N/A N/A 83
51993
cyanheads
MCP server for US Treasury Fiscal Data — debt, interest rates, exchange rates, …
51994
ARADIA-systems
On-prem Agentic AI on NVIDIA DGX. Query specs, model CapEx ROI, Purchase & join…
51995
andycarey1969
Australian mortgage tools: repayment & borrowing-power calculators, guidance & …
51996
orbiads
Orbiads Claim
# OrbiAds — Google Ad Manager MCP Server …
81
51997
RantumBits
permits Claim
SF Peninsula building permits and parcel buildability: SB 9, ADU and redevelopm…
N/A N/A
51998
9Churze
Enables AI assistants to query nearby parties, retrieve party details, and gene…
51999
FreeVectorIcons
fvi-mcp Claim
MCP server for FreeVectorIcons design collections, enabling agents to search an…
52000
artugrande
Celo MCP Claim
Enables read and write access to the Celo blockchain including balance checks, …
Showing 51951–52000 of 67226 servers