MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28951 |
deadends.dev
Claim
Error knowledge database for AI coding agents. 2002 verified error patterns acr…
|
D 40 2⁄5 | ||||||||
| 28952 |
Shoptera
Claim
Shoptera Product Intelligence
Search product catalogs across thousands of Centr…
|
D 40 2⁄5 | ||||||||
| 28953 |
End-to-end quantum-native security fabric for AI, data, and mission-critical sy…
|
D 40 2⁄5 | ||||||||
| 28954 |
Tweetsmash
Claim
Manage and organize your Twitter bookmarks efficiently through AI assistants. L…
|
D 40 2⁄5 | ||||||||
| 28955 |
Search and discover 600+ ranked AI agents, bots, LLMs, MCP servers, and framewo…
|
D 40 2⁄5 | ||||||||
| 28956 |
PostPulse
Claim
PostPulse is a unified API and integration suite that handles the complexity of…
|
D 40 2⁄5 | ||||||||
| 28957 |
Literature-review automation for grad students, R&D teams, and research agents.…
|
D 40 2⁄5 | ||||||||
| 28958 |
Guardian
Claim
Verifies cooking recipes against professional master standards to ensure techni…
|
D 40 2⁄5 | ||||||||
| 28959 |
txrisk
Claim
TXRISK is a bounded risk-decision MCP for wallets, approvals, transfers, webhoo…
|
D 40 2⁄5 | ||||||||
| 28960 |
herald
Claim
Stop copy-pasting between Claude Chat and Claude Code.
|
D 40 2⁄5 | ||||||||
| 28961 |
tinify.ai
Claim
Optimize images with AI — compress, resize, upscale, convert formats, and gener…
|
D 40 2⁄5 | ||||||||
| 28962 |
MCP Suno
Claim
AI Music Generation — generate songs, lyrics, covers, remixes, and manage audio…
|
D 40 2⁄5 | ||||||||
| 28963 |
Mimiq
Claim
Your AI coding agent tests pages, copy, and flows on simulated users while buil…
|
D 40 2⁄5 | ||||||||
| 28964 |
Create and manage temporary email addresses that expire automatically after 24 …
|
D 40 2⁄5 | ||||||||
| 28965 |
meok-mcp-test-mcp
Claim
MEOK MCP Test MCP — golden-file + schema-drift + tool-failure tests for any MCP…
|
D 40 2⁄5 | ||||||||
| 28966 |
exa-labs-exa-code-mcp
Claim
Find open-source libraries and fetch contextual code snippets by version to acc…
|
D 40 2⁄5 | ||||||||
| 28967 |
ContrastAPI
Claim
MCP server with 53 security intelligence tools — CVE/KEV, MITRE ATLAS+D3FEND, S…
|
D 40 2⁄5 | ||||||||
| 28968 |
annas-mcp
Claim
Search a vast catalog of books on Anna's Archive. Discover editions, formats, a…
|
D 40 2⁄5 | ||||||||
| 28969 |
Iteratools
Claim
Generate professional media including images, videos, and speech to streamline …
|
D 40 2⁄5 | ||||||||
| 28970 |
mcp
Claim
Magento 2 extension marketplace over MCP: search, buy, publish, and install pac…
|
D 40 2⁄5 | ||||||||
| 28971 |
Greece myDATA invoices for AI agents: build AADE XML, transmit to myDATA, query…
|
D 40 2⁄5 | ||||||||
| 28972 |
Repo statistics, trending lookups, code-search queries, and dev-trend aggregati…
|
D 40 2⁄5 | ||||||||
| 28973 |
loc8n Geographic Data
Claim
U.S. demographics, housing, mortgage, migration, and employment data from the C…
|
D 40 2⁄5 | ||||||||
| 28974 |
mcp
Claim
Official GitLab MCP Server
|
D 40 2⁄5 | ||||||||
| 28975 |
mcp-hub
Claim
AI-native service orchestration platform. Discover MCP services by capability, …
|
D 40 2⁄5 | ||||||||
| 28976 |
Koumoul opendata
Claim
Access to Koumoul platform datasets - diverse French open data
|
D 40 2⁄5 | ||||||||
| 28977 |
Manage your ClickUp workspace by creating, updating, and organizing tasks, list…
|
D 40 2⁄5 | ||||||||
| 28978 |
mcp-veo
Claim
|
D 40 2⁄5 | ||||||||
| 28979 |
JackTrade CRM
Claim
Search customers, manage quotes, work orders, action items, and calendar events…
|
D 40 2⁄5 | ||||||||
| 28980 |
Roundtable
Claim
Your AI Board of Directors. Run multi-model debates where GPT-4o, Claude, Gemin…
|
D 40 2⁄5 | ||||||||
| 28981 |
meridian-skills
Claim
Routes AI tasks to dynamic LLM-generated skills via an orbital classifier.
|
D 40 2⁄5 | ||||||||
| 28982 |
data-sentinel
Claim
Data Sentinel — deep second-pass security scan that catches what PII scrubbers …
|
D 40 2⁄5 | ||||||||
| 28983 |
EZTexting MCP
Claim
Official EZTexting MCP server: SMS/MMS messaging, contacts, workflows, reports.
|
D 40 2⁄5 | ||||||||
| 28984 |
Financial Coach
Claim
Manage your personal finances by tracking spending, upcoming bills, and cash fl…
|
D 40 2⁄5 | ||||||||
| 28985 |
MailerAstro
Claim
Send transactional emails and batch notifications using a crypto wallet for ide…
|
D 40 2⁄5 | ||||||||
| 28986 |
MCP server for AI agents to report infrastructure needs. Vote, comment, and tra…
|
D 40 2⁄5 | ||||||||
| 28987 |
clpi-clp-mcp
Claim
Manage simple context workflows with quick init and add actions. Access the 'He…
|
D 40 2⁄5 | ||||||||
| 28988 |
LexQ
Claim
LexQ is a rule engine with built-in simulation. Define, test, and deploy busine…
|
D 40 2⁄5 | ||||||||
| 28989 |
MCP server for OpenMM — exposes market data, account, trading, and strategy too…
|
D 40 2⁄5 | ||||||||
| 28990 |
image-processing
Claim
Image processing for AI agents: resize, convert, compress, crop, and web-ready …
|
D 40 2⁄5 | ||||||||
| 28991 |
Tier List
Claim
Create visual tier list images from ranked items and categories. Share rankings…
|
D 40 2⁄5 | ||||||||
| 28992 |
ReportDash DataStore
Claim
The ReportDash Datastore MCP (Model Context Protocol) server provides a standar…
|
D 40 2⁄5 | ||||||||
| 28993 |
gyotak-fish-market
Claim
Sashimi-grade flash-frozen fish from Hua Hin, Thailand. Search inventory, check…
|
D 40 2⁄5 | ||||||||
| 28994 |
MCP server for querying live prop firm discount codes and comparing funded trad…
|
D 40 2⁄5 | ||||||||
| 28995 |
Transloadit MCP Server
Claim
Official Transloadit MCP server for AI agents. Process video, images, documents…
|
D 40 2⁄5 | ||||||||
| 28996 |
UnClick
Claim
AI agent tool marketplace. 60+ tools for social, e-commerce, accounting, messag…
|
D 40 2⁄5 | ||||||||
| 28997 |
Cloudflare Docs
Claim
Search Cloudflare documentation across Workers, Pages, R2, Zero Trust, and more…
|
D 40 2⁄5 | ||||||||
| 28998 |
test-101
Claim
|
D 40 2⁄5 | ||||||||
| 28999 |
MCP server for the PDF Generator API — generate PDFs from templates, manage tem…
|
D 40 2⁄5 | ||||||||
| 29000 |
whatsapp
Claim
Connect Wawp API Documentation directly to your AI tools like Cursor, Windsurf,…
|
D 40 2⁄5 | ||||||||