MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33901
anssanova
Provides access to the Shopify Storefront API via MCP, enabling AI assistants t…
N/A N/A
33902
pratikjadhav2726
Enables dynamic UI template generation through natural language using Model Con…
33903
Rachit8484
geoseo-mcp Claim
Unifies traditional SEO and Generative Engine Optimization (GEO) for Google, Bi…
N/A N/A
33904
xbghc
Enables querying, creating, and managing Zotero references via the MCP protocol.
33905
md-riaz
chatwoot-mcp Claim
Local Node/TypeScript MCP server for read-only Chatwoot analytics, providing to…
33906
IQAIcom
The NEAR MCP Server enables AI agents to interact with the NEAR Protocol blockc…
33907
nomi25home
A security-hardened MCP server for managing Technitium DNS Server via its HTTP …
33908
hieuchaydi
Enables preserving, querying, and managing engineering decisions with reasoning…
N/A N/A
33909
KpihX
bw-proxy Claim
Enables secure Bitwarden organization vault control with AI agents, featuring h…
N/A N/A
33910
helderpgoncalves
An MCP server that lets an AI assistant read your pre-installed macOS Apple Sto…
N/A N/A
33911
NirussVn0
A local-first MCP server that turns browser bookmark exports into a searchable …
N/A N/A
33912
yuhuangou
Wordware MCP Claim
A Master Control Program server that allows developers to run Wordware AI flows…
N/A N/A 95
33913
wyre-technology
MCP server for Kaseya SaaS Alerts, providing tools to query security events, ma…
33914
untitledfinancial
dpx-mcp Claim
Settlement protocol MCP server for institutional cross-border USDC transactions…
33915
imsm
aionai Claim
A shared working-state layer for AI coding tools that keeps a persistent notebo…
N/A N/A
33916
PelleNybe
AI-driven command center for local crypto operations, integrating over a dozen …
33917
non-npc
A Python-based server for managing and analyzing code context for AI-assisted d…
N/A N/A
33918
ryan-norman-cmm
A comprehensive MCP server for managing product initiatives, architecture decis…
N/A N/A
33919
Mattheinrichs
An MCP server for searching Target products and generating Shopping Cart Share …
33920
gamladz
Query your Surfa Analytics data using natural language through Claude Desktop, …
33921
rawr-ai
This MCP server extracts entities and relationships from text and stores them i…
33922
Scottcjn
An MCP server that takes a text prompt and automatically generates a 3D model t…
N/A N/A
33923
zeph-to
MCP server for AI agents to send notifications, copy to clipboard, request conf…
33924
koosty
yacy-mcp Claim
Enables AI applications to perform web searches using a YaCy search engine inst…
33925
mjojo
MCP server for advanced PowerShell integration with AI agents, enabling autonom…
N/A N/A
33926
vanthienha199
Tracks AI agent token usage and spending in real time, with budget alerts, per-…
N/A N/A
33927
Jack-Abyss
MCP server that connects Garmin Connect data to Claude, enabling training analy…
N/A N/A
33928
axel-belfort
AI-powered research report generator API for AI agents. Generate structured res…
N/A N/A 95
33929
clauxel
Remote MCP for Gemini upgrade evals, prompt regressions, output diffs, and eval…
33930
@sseaan
mcp-server-inbox Claim
N/A N/A 95
33931
wagonbomb
MCP server that integrates Ghidra for binary analysis, enabling decompilation, …
N/A N/A
33932
MohamedElashri
cds-mcp Claim
MCP server for searching and retrieving documents, metadata, and files from CER…
33933
Shadi1985
Query and analyze charity projects from a project management dashboard using na…
N/A N/A
33934
axel-belfort
Color palette generation API for AI agents. Generate harmonious palettes from a…
81
33935
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
33936
TotesMagotes
Submit receipts, run income/P&L/mileage/subscription analytics, create reports …
N/A N/A
33937
cmcintosh
Enables management of Cvent events, registrations, attendees, sessions, contact…
33938
sjgant80-hub
MCP server for foldkit SDK exposing fold operations, kappa-band classification,…
33939
markrz-0
Enables AI tools to access student profiles, course lists, grades, page content…
N/A N/A
33940
groupdocs-markdown
MCP server for GroupDocs.Markdown — convert documents to Markdown via AI agents.
N/A N/A
33941
Eskartur
Enables ChatGPT to interact with ZpDIC dictionaries, allowing word lookup, crea…
N/A N/A
33942
WizardofTryout
Enables AI agents to program sequences, tweak synthesizer parameters, load audi…
N/A N/A
33943
ai-mrr4
Antalpha-MCP Claim
Helping AI better understand, route, and execute Web3. End-to-end security, tra…
81
33944
uxfreak
Enables AI assistants to inspect React component trees, props, state, and sourc…
33945
KrithikVishal
Enables AI agents to query free biomedical and pharmaceutical APIs for clinical…
N/A N/A
33946
api-evangelist
Sixteen years of API research as MCP tools — stories, areas, governance blocks …
33947
fbdo
MCP server for business-day arithmetic with country-aware holiday calendars. It…
33948
Final-Commerce
final-flows Claim
Build, preview, validate and deploy Final POS apps from any AI agent.
33949
Gallucky
Provides Claude with tools to read/write an Obsidian vault, query a local SQLit…
N/A N/A
33950
lzx1413
An MCP server that provides agentic code review powered by OpenAI-compatible mo…
N/A N/A
Showing 33901–33950 of 64728 servers
« Prev 1 677 678 679 680 681 1295 Next »