MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61901
rshivamrapid
test Claim
— ○ ⏳ — N/A N/A — 95 —
61902
VarunDasharadhi
gmail-mcp Claim
A read-only, multi-account Gmail MCP server for Claude Code that lets Claude se…
— ○ ⏳ — N/A N/A — — —
61903
silentnw
Website audit tool for small businesses. Built in the Pacific Northwest, servin…
— ○ ⏳ — — — — 81 —
61904
hemichaeli
Creates and manages Claude Code cloud environments, agents, and sessions progra…
— ○ ⏳ — — — — — —
61905
usmancentric
mcp-server Claim
Podcast booking-intelligence MCP server: search shows, match profiles, draft pi…
— ○ ⏳ — — — — — —
61906
andrewlwn77
Provides browser automation with enhanced anti-detection using undetected-chrom…
— ○ ⏳ — N/A N/A — — —
61907
cyanheads
Get live scores, schedules, standings, team and player data for NFL, NBA, MLB, …
— ○ ⏳ — N/A N/A — — —
61908
billylui
12 deterministic calendar tools — temporal context, scheduling, availability, a…
— ○ ⏳ — N/A N/A — 60 —
61909
50R1Paps
Provides tools to retrieve, ingest, and reindex a serverless personal knowledge…
— ○ ⏳ — — — — — —
61910
SteveRadich
A basic MCP server for deployment to Amazon Bedrock AgentCore Runtime, enabling…
— ○ ⏳ — — — — — —
61911
Alexcs24
Provides AI assistants with instant access to comprehensive Medusa.js v2 docume…
— ○ ⏳ — N/A N/A — — —
61912
found402
Prevents your agent from hitting API rate limits mid-task. Submit a request and…
— ○ ⏳ — — — — 81 —
61913
Alkilo-do
Provider resolution for AI apps — search, rank, hold, confirm bookings across y…
— ○ ⏳ — N/A N/A — — —
61914
shionhonda
mcp-gsheet Claim
MCP server for interacting with Google Sheets, providing tools to list sheets, …
— ○ ⏳ — — — — — —
61915
team-markmesh
MarkMesh Claim
Trademark search, monitoring and conflict research across 30+ registers, with p…
— ○ ⏳ — — — — — —
61916
suberbawer
Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to…
— ○ ⏳ — N/A N/A — 95 —
61917
lewadik
A server implementation for the Model Context Protocol (MCP) that runs on Cloud…
— ○ ⏳ — — — — 81 —
61918
Grinv
MCP server for The Movie Database (TMDB) with IMDb/Rotten Tomatoes/Metacritic r…
— ○ ⏳ — N/A N/A — — —
61919
aesopfrom0
devglow Claim
Start, stop, and inspect local dev servers in a desktop app instead of the agen…
— ○ ⏳ — N/A N/A — — —
61920
tcconnally
An encrypted, local-first memory server for AI agents that uses SQLite + FTS5 h…
— ○ ⏳ — N/A N/A — — —
61921
vector-memory Claim 1
Semantic document memory using Redis vector store. Save and recall files with n…
— ○ — N/A N/A — 81 —
61922
shukryzablah
holydb-mcp Claim
Read-only MCP server for HolyDB: find Catholic parish Mass times by location an…
— ○ ⏳ — — — — — —
61923
HeyZod
African bank & SWIFT codes, NUBAN resolution, mobile networks, holidays and ISO…
— ○ ⏳ — — — — — —
61924
0x67108864
Enables AI agents to run research queries across multiple public sources (Hacke…
— ○ ⏳ — — — — — —
61925
googlarz
Complete Vinted MCP and CLI Server
— ○ ⏳ — — — — — —
61926
abdalla-emad-eldin
Outworx-docs Claim
— ○ ⏳ — N/A N/A — 95 —
61927
gusztavvargadr
A Docker-based MCP server that exposes humorous and explicit FOAAS operations f…
— ○ ⏳ — N/A N/A — — —
61928
Evan-Kim2028
preset-mcp Claim
MCP server for Preset (managed Apache Superset). Manage dashboards, charts, and…
— ○ ⏳ — — — — — —
61929
AmericasSuretyBonds
surety-bonds Claim
Surety Bond Encyclopedia: search 6,900+ U.S. surety bond requirements, all 50 s…
— ○ ⏳ — — — — — —
61930
SShadowS
MCP server for AL Object ID management in Microsoft Dynamics 365 Business Centr…
— ○ ⏳ — N/A N/A — — —
61931
lovelyXiaoQi
An MCP server that captures and analyzes function-level profiling data from Net…
— ○ ⏳ — N/A N/A — — —
61932
Friedemann12
paper-mcp Claim
A local MCP server for searching and reading arXiv papers, enabling paper searc…
— ○ ⏳ — N/A N/A — — —
61933
joshlijo
Provides a suite of tools for searching movies, checking showtimes, and managin…
— ○ ⏳ — — — — 81 —
61934
olaoluwagureje1
Enables chatting with PostgreSQL databases via MCP tools, with GitHub OAuth aut…
— ○ ⏳ — N/A N/A — — —
61935
yubinkim444
Three MCP tools for ad-free Markdown web scraping and search. `fetch_page` (URL…
— ○ ⏳ — — — — — —
61936
Pupatko
soonar-mcp Claim
Enables searching, viewing, and managing Slovak business leads (companies) via …
— ○ ⏳ — — — — — —
61937
MCP server for Appium mobile automation on iOS and Android devices with test cr…
— ○ — N/A N/A — 81 —
61938
stanley17112000-1yps
**GetCurrentOffer** is a remote MCP server that lets AI agents search live cred…
— ○ ⏳ — — — — 81 —
61939
johnneerdael
netskope-mcp Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
— ○ ⏳ — — — — 81 —
61940
Tango86
MCP server for querying Lido liquid staking protocol data via The Graph's decen…
— ○ ⏳ — — — — — —
61941
claude-dev-suite
Specialized agents, MCP servers, skills, and a visual dashboard for Claude Code…
— ○ ⏳ — N/A N/A — — —
61942
snss10
DBeast Claim
DBeast MCP is a robust, security-first Model Context Protocol server designed t…
— ○ ⏳ — N/A N/A — 95 —
61943
ronamosa
Enables AI agents to send, read, search, and organize emails via ProtonMail usi…
— ○ ⏳ — — — — — —
61944
lazymac2x
Cloudflare Workers MCP server: ai-rate-limit-tracker
— ○ ⏳ — — — — — —
61945
luiscanaveral
Enables AI agents to search, retrieve, and answer grounded questions over procu…
— ○ ⏳ — N/A N/A — 95 —
61946
FlawlessByte
Paper-backed quant trading methods and a deterministic, no-LLM decision helper …
— ○ ⏳ — N/A N/A — — —
61947
DanielOrtiz0220
Find NYC public restrooms and their latest Parks inspection status, from NYC Op…
— ○ ⏳ — N/A N/A — — —
61948
axeldotdev
Headquarter Claim
An AI-first business and project management tool that stores data locally in Ma…
— ○ ⏳ — N/A N/A — 95 —
61949
GimbalGoats
Maya MCP Claim
Control Autodesk Maya scenes with 71 typed tools for modeling, animation, shadi…
— ○ ⏳ — N/A N/A — — —
61950
Severin2k
Blumen Komander München - Erster Florist mit MCP. Suchen, prüfen, bestellen. Li…
— ○ ⏳ — — — — — —
Showing 61901–61950 of 69052 servers