MCP Server Quality Scores

Independent quality analysis of 64186 public MCP servers

64186
Discovered
30372
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62051
mjojo
MCP server for advanced PowerShell integration with AI agents, enabling autonom…
N/A N/A
62052
pipeworx-io
Search and query City of San Jose GIS open geospatial datasets (parcels, zoning…
62053
vanthienha199
Tracks AI agent token usage and spending in real time, with budget alerts, per-…
N/A N/A
62054
chiaha-ai
ReliaStats Claim
Reliability statistics — Weibull/lognormal fitting, MTBF/MTTR, availability, sy…
62055
vtnhogg
Enables access to over 249 APIs through the Model Context Protocol, simplifying…
62056
berntpopp
gencc-link Claim
MCP server that provides tools to query harmonized gene-disease validity data f…
N/A N/A
62057
wagonbomb
MCP server that integrates Ghidra for binary analysis, enabling decompilation, …
N/A N/A
62058
mamertofabian
Exposes MAID Runner validation tools (validate, snapshot, test) as MCP tools, r…
N/A N/A
62059
adinschmidt
fastmail-mcp Claim
Unified MCP server for Fastmail email (JMAP), calendar (CalDAV), and contacts (…
62060
knoxgraeme
Enables MCP-capable agents to retrieve relevant slices of a user-story knowledg…
62061
cquiroz6211
Converts meetings, chats, and notes into reusable knowledge for a venture capit…
N/A N/A
62062
axel-belfort
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
N/A N/A 95
62063
mustafametesengul
WebQuest MCP Claim
A Model Context Protocol server that exposes powerful web search and scraping t…
62064
MohamedElashri
cds-mcp Claim
MCP server for searching and retrieving documents, metadata, and files from CER…
62065
Lindsayellis22
Enables automation of Google Workspace tasks, including reading/writing sheets,…
62066
KarstenKreh
Generate design systems: OKLCH color palettes, fluid type scales, spacing, shap…
62067
dalcontak
Enables AI models to interact with Google Blogger blogs, manage posts, labels, …
62068
agent-sudo-mcp Claim 1
MCP adapter for Agent_Sudo: authorization, delegation, provenance, and audit fo…
N/A N/A 81
62069
cmcintosh
Enables management of Cvent events, registrations, attendees, sessions, contact…
62070
sjgant80-hub
fallmind-mcp Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
N/A N/A
62071
sjgant80-hub
MCP server for foldkit SDK exposing fold operations, kappa-band classification,…
62072
googoles
Read-only MCP server for finding, comparing, and shortlisting engineering parts…
62073
keeponfirst
Enables AI-powered UI/UX design generation and management via Google Stitch, ha…
N/A N/A
62074
ai-mrr4
Antalpha-MCP Claim
Helping AI better understand, route, and execute Web3. End-to-end security, tra…
81
62075
sergiolopez94
Bridges Motion's AI-powered calendar and task management API with LLMs via the …
81
62076
FoundryNet
GitHub project health, package dependency risk, trending repos, license & packa…
62077
kumarakshay2456
Enables Indian stock-market (NSE/BSE) analysis via TradingView data, including …
N/A N/A
62078
sjgant80-hub
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
N/A N/A
62079
WizardofTryout
Enables AI agents to program sequences, tweak synthesizer parameters, load audi…
N/A N/A
62080
markrz-0
Enables AI tools to access student profiles, course lists, grades, page content…
N/A N/A
62081
pelletfi
Pellet Claim
Token intelligence on Base. Market data, safety flags, and analysis via x402.
N/A N/A 75
62082
JOSETRA44
Enables AI agents to access economic statistics from the Central Reserve Bank o…
62083
xhaiben
test-mcp Claim
N/A N/A 95
62084
pipeworx-io
Provides tools to search and query open geospatial datasets from the City of Ro…
62085
lightward
mechanic-mcp Claim
Enables searching, fetching, and customizing Mechanic tasks and documentation f…
N/A N/A
62086
pipeworx-io
Enables searching and querying Indian River County, Florida open geospatial dat…
62087
pipeworx-io
Enables querying City of Lubbock open geospatial data (parcels, zoning, public …
62088
Final-Commerce
final-flows Claim
Build, preview, validate and deploy Final POS apps from any AI agent.
62089
pipeworx-io
Enables querying City of Asheville open geospatial data (parcels, zoning, etc.)…
62090
zeal-tristian-chevier
Provides 29 tools for Claude to query and update FreshBooks directly, including…
N/A N/A
62091
indulge
An MCP server that exposes the Leela Chess Zero neural-network chess engine to …
N/A N/A
62092
brucehe3
Extracts content from Douyin, Bilibili, Xiaohongshu, and Zhihu, and generates i…
62093
pipeworx-io
Enables querying and searching City of Puyallup GIS open geospatial datasets (p…
62094
JSONbored
Live operational + integration registry for Bittensor subnets: APIs, schemas, h…
62095
timoshinoleg-eng
A local read-only AI workbench for navigating, auditing, and analyzing 1C:Enter…
N/A N/A
62096
Floppydata
Lets agents fetch web data and manage rotating proxies through the Floppydata A…
62097
win4r
Enables searching academic papers on arXiv and retrieving detailed information …
62098
pipeworx-io
Enables searching and querying datasets from Rennes Métropole Open Data portal …
62099
pipeworx-io
Enables querying Linn County, Iowa open geospatial data (parcels, addresses, zo…
62100
ymeng98
A Model Context Protocol server providing OCR and CAPTCHA recognition capabilit…
Showing 62051–62100 of 64186 servers