MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45451
studyreadbook4ever
This MCP server enables human-in-the-loop semantic labeling by creating self-co…
— ○ ⏳ — — — — — —
45452
cdmarshall14
Provide standardized access and management of HubSpot CRM data through a compre…
— ○ ⏳ — N/A N/A — 95 —
45453
jeremysykes
Provides two MCP servers: Variant Authority for managing component variant mani…
— ○ ⏳ — N/A N/A — — —
45454
huohou0418
Stock MCP Claim
Unifies inventory data from four sources (Jikeyun, Supor factory, WeChat Excel,…
— ○ ⏳ — — — — — —
45455
RajdeepDas43
Governed memory for AI agents (Paramind AI): conflict-checked writes, time-trav…
— ○ ⏳ — N/A N/A — — —
45456
Bikram2112
ClaimHit Claim
Find products & standards using a patent - verified targets for licensing or en…
— ○ ⏳ — — — — — —
45457
miketwalker
TubePull Claim
Download YouTube videos as MP3/M4A/MP4 from any MCP-compatible AI assistant. Fr…
— ○ ⏳ — — — — — —
45458
davidlinjiahao
Enhanced Notion MCP server supporting all 24 property types, auto-pagination, b…
— ○ ⏳ — N/A N/A — — —
45459
db3net
Lightweight MCP server for Jira, Confluence, and Bitbucket — read, create, and …
— ○ ⏳ — — — — — —
45460
thinktraveller
Unifies academic literature retrieval from multiple sources like Scopus, ArXiv,…
— ○ ⏳ — — — — 95 —
45461
shamroknour057-commits
Exports Figma designs as ready-to-use HTML/CSS and validates pixel-perfect accu…
— ○ ⏳ — N/A N/A — — —
45462
eduard256
Exposes OpenAI's gpt-image-2 and gpt-image-1.5 to Claude Code as a single tool …
— ○ ⏳ — N/A N/A — — —
45463
xxczaki
MCP server for accessing VS Code/Cursor Local History
— ○ ⏳ — N/A N/A — 95 —
45464
biguxuzz
Enables LLMs and MCP clients to read, search, and manage Microsoft Outlook emai…
— ○ ⏳ — N/A N/A — — —
45465
adilzuberi
Enables AI agents to read and write a local-first knowledge base of plain markd…
— ○ ⏳ — — — — — —
45466
fabriciofs
A Model Context Protocol server that enables Claude to query, monitor, and anal…
— ○ ⏳ — N/A N/A — — —
45467
FINCH285
Enables AI models to send emails, manage contacts, and interact with SendGrid's…
— ○ ⏳ — — — — — —
45468
space-cap
Enables searching and retrieving product information from Coupang (Korean e-com…
— ○ ⏳ — — — — — —
45469
Larshiensch99
Eli Claim
AI ops team for founders: approvals queue, inbox triage, briefing, follow-up dr…
— ○ ⏳ — — — — — —
45470
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
— ○ ⏳ — N/A N/A — — —
45471
kazim4uk
anki-mcp Claim
Enables AI assistants to manage Anki flashcards, decks, note types, tags, and m…
— ○ ⏳ — N/A N/A — — —
45472
a6a27shen
a6a27 Claim
— ○ ⏳ — N/A N/A — 95 —
45473
SanthaKumar-K-2004
32 MCP tools for job search, resume analysis, matching, alerts, and exports usi…
— ○ ⏳ — N/A N/A — — —
45474
actions-marketplace-validations
Provides security audit primitives for MCP servers, agent tool schemas, and sys…
— ○ ⏳ — N/A N/A — — —
45475
TylerCoxDruin
GeoLabel Claim
Turn GPS coordinates into place name, category, and live opening hours via Open…
— ○ ⏳ — N/A N/A — 83 —
45476
guptaprakhariitr
Enables AI agents to fact-check claims, verify citations, and check source fres…
— ○ ⏳ — — — — — —
45477
torosent
Provides Yahoo Finance data including stock info, historical prices, dividends,…
— ○ ⏳ — — — — — —
45478
alleneubank
tilt-mcp Claim
MCP server for Tilt CLI integration, enabling AI assistants to monitor and mana…
— ○ ⏳ — N/A N/A — — —
45479
khanhs-234
mcp-web-calc Claim
Provides web search, URL fetching, summarization, math evaluation, and Wikipedi…
— ○ ⏳ — N/A N/A — — —
45480
Marcel-MSC
A local MCP server that runs Llama models entirely on your machine. No API keys…
— ○ ⏳ — N/A N/A — — —
45481
Heista-co
Heista Claim
Decode video ads, load brand intelligence, generate ad scripts.
— ○ ⏳ — — — — — —
45482
PsychQuant
che-word-mcp Claim
Swift-native MCP server for Word (.docx) document manipulation. 148 tools for c…
— ○ ⏳ — N/A N/A — — —
45483
technicallypete
outreacher Claim
AI-powered lead qualification system with an MCP server for Claude Desktop, ena…
— ○ ⏳ — — — — — —
45484
mrgorrin40-TP
Enables AI agents to read, write, analyze, and transform Excel spreadsheets (.x…
— ○ ⏳ — N/A N/A — — —
45485
huhanghao1990
hhhtest Claim
— ○ ⏳ — N/A N/A — 95 —
45486
Hryhorii77
MCP server that forecasts next-epoch demand for Aerodrome pools on Base and tur…
— ○ ⏳ — — — — — —
45487
lazymac2x
Cloudflare Workers MCP server: ai-prompt-optimizer
— ○ ⏳ — — — — — —
45488
bystray
Compare LLM inference costs vs OpenAI/Anthropic/DeepSeek. Gonka is up to 6800x …
— ○ ⏳ — — — — — —
45489
Picaresco
Enables read-only querying and diagnostics of Fortigate firewalls via SSH, prov…
— ○ ⏳ — N/A N/A — — —
45490
NorahZager
This server enables multi-agent conversations for interacting with Cirro's biol…
— ○ ⏳ — — — — 81 —
45491
jeromeetienne
mcp-now Claim
Provides tools to get the current date and time, with optional timezone support…
— ○ ⏳ — — — — — —
45492
ApexAI-Academy
Co-Learn with your Agent: fact-checked AI lessons with Human and Agent views.
— ○ ⏳ — — — — — —
45493
opastorello
A10 Guardian Claim
MCP server that enables AI agents to manage A10 Networks DDoS mitigation device…
— ○ ⏳ — — — — — —
45494
wyverns76-J
MCP server that enables Claude Desktop to access real-time sports data includin…
— ○ ⏳ — — — — — —
45495
KSroido
Free Kagi Search MCP server — access search and summarizer via session tokens, …
— ○ ⏳ — N/A N/A — — —
45496
t11003
MCP_repo Claim
Enables teams to build custom MCP servers with AI agents, supporting tool defin…
— ○ ⏳ — N/A N/A — — —
45497
anythink-cloud
Sick of stitched-together services? Anythink is the all-in-one backend, configu…
— ○ ⏳ — N/A N/A — — —
45498
H234598
A local MCP server that controls two Codex CLI agent instances via tmux, enabli…
— ○ ⏳ — N/A N/A — — —
45499
shuji-bonji
An MCP (Model Context Protocol) server that provides structured access to ISO 3…
— ○ ⏳ — N/A N/A — — —
45500
Andreymi
An MCP server that breaks down complex concepts into fundamental logical compon…
— ○ ⏳ — N/A N/A — — —
Showing 45451–45500 of 69261 servers
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