MCP Server Quality Scores
Independent quality analysis of 64827 public MCP servers
Last updated 3 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29801 |
HTTP header security analysis API for AI agents. Analyze response headers for a…
|
F 30 3⁄5 | ||||||||
| 29802 |
core
Claim
Recall past conversations and user preferences with searchable long‑term memory…
|
F 30 3⁄5 | ||||||||
| 29803 |
verifimind-genesis
Claim
Validate concepts end-to-end across innovation, ethics, and security. Identify …
|
F 30 3⁄5 | ||||||||
| 29804 |
BubblyPhone Agents
Claim
Make AI phone calls from any AI assistant. BubblyPhone's MCP server lets you ma…
|
F 30 3⁄5 | ||||||||
| 29805 |
Artribune
Claim
Explore the Italian contemporary art scene by accessing a vast database of arti…
|
F 30 3⁄5 | ||||||||
| 29806 |
trayd
Claim
Connect your Robinhood account to view your portfolio, latest quotes, and posit…
|
F 30 3⁄5 | ||||||||
| 29807 |
Plith
Claim
The base layer for AI agents. Five APIs: task deduplication, cost prediction, o…
|
F 30 3⁄5 | ||||||||
| 29808 |
mcpmax
Claim
Italian automotive platform, AI-ready
Cross-dealer semantic search across 100+ …
|
F 30 3⁄5 | ||||||||
| 29809 |
Tigris MCP Server
Claim
Tigris MCP Server seamlessly connects AI agents to Tigris bucket and object man…
|
F 30 3⁄5 | ||||||||
| 29810 |
Kairos Connect
Claim
Connect AI agents to your Kairos workspace — manage goals, tasks, docs, whitebo…
|
F 30 3⁄5 | ||||||||
| 29811 |
Unreel
Claim
Create high-quality videos directly from natural language scripts and text desc…
|
F 30 3⁄5 | ||||||||
| 29812 |
x402 Service Discovery
Claim
Discovers x402-payable APIs at runtime. Enables autonomous agents to find, eval…
|
F 30 3⁄5 | ||||||||
| 29813 |
cryptoiz-mcp
Claim
CryptoIZ MCP v4.16.17 — AI-powered Solana DEX whale intelligence. 9 tools (7 pa…
|
F 30 3⁄5 | ||||||||
| 29814 |
gaproll
Claim
EU Directive 2023/970 (Pay Transparency) compliance tools for Polish employers.…
|
F 30 3⁄5 | ||||||||
| 29815 |
Cold Mail Marketing
Claim
AI-powered cold email campaign management through Model Context Protocol (MCP).
|
F 30 3⁄5 | ||||||||
| 29816 |
ClickUp MCP - Premium
Claim
**A professional-grade bridge connecting AI to your ClickUp Workspace.**
This …
|
F 30 3⁄5 | ||||||||
| 29817 |
JHJ-email-mcp
Claim
AI-powered email assistant MCP server. Features: send emails, manage SMTP accou…
|
F 30 3⁄5 | ||||||||
| 29818 |
Cognitive Browser
Claim
105-tool browser automation with cognitive user simulation, visual testing, per…
|
F 30 3⁄5 | ||||||||
| 29819 |
BankSync
Claim
Connect AI agents to real bank accounts — transactions, balances, investments, …
|
F 30 3⁄5 | ||||||||
| 29820 |
Wellness Pulse
Claim
Wellness Pulse MCP is a plug-and-play intelligence layer that transforms raw we…
|
F 30 3⁄5 | ||||||||
| 29821 |
402Arcade
Claim
402 Arcade is a collection of six absurd micro-services built for the agent-to-…
|
F 30 3⁄5 | ||||||||
| 29822 |
Hosted storefront backend for AI agents: products, cart, Stripe + PayPal, deliv…
|
F 30 3⁄5 | ||||||||
| 29823 |
vsfclubshilpa
Claim
|
F 30 3⁄5 | ||||||||
| 29824 |
agent-fin
Claim
|
F 30 3⁄5 | ||||||||
| 29825 |
Backlink Analysis MCP for AI Agents: authority, referring domains, and competit…
|
F 29 3⁄5 | ||||||||
| 29826 |
An MCP server that analyzes Trilogy AI Center of Excellence Substack publicatio…
|
F 29 3⁄4 | ||||||||
| 29827 |
Evidence-grounded, graph-connected, correctable memory for agents.
|
F 28 2⁄5 | ||||||||
| 29828 |
Connect any two APIs and keep them in sync — 45 MCP tools with shadow previews …
|
F 28 2⁄5 | ||||||||
| 29829 |
Give AI agents a phone: outbound AI calls that return a summary, transcript, an…
|
F 28 2⁄5 | ||||||||
| 29830 |
Transcribe audio & video: diarization, timed SRT/VTT, podcasts, paste-a-link, w…
|
F 28 2⁄5 | ||||||||
| 29831 |
AI agent recruiting: talent pool match, reference checks, credit packs via Stri…
|
F 28 2⁄5 | ||||||||
| 29832 |
Create and manage Templated email templates from any MCP client - bring your ow…
|
F 28 2⁄5 | ||||||||
| 29833 |
Evidence-first naming: briefs, sprints, exact domain checks, finalist research.…
|
F 28 2⁄5 | ||||||||
| 29834 |
Freelance business manager — clients, proposals, invoices, time tracking, scope…
|
F 28 2⁄5 | ||||||||
| 29835 |
Tenant Template Manager
Claim
Authenticate and provision new tenants with initial document templates. Add and…
|
F 27 3⁄5 | ||||||||
| 29836 |
Compliance Auditor MCP
Claim
City hiring-compliance MCP server with regulation search and full audit risk sc…
|
F 27 3⁄5 | ||||||||
| 29837 |
Govcon Intel
Claim
GovCon Intel MCP — Compound tools that chain SAM.gov, USAspending,
|
F 27 3⁄5 | ||||||||
| 29838 |
Google Calendar and Meet
Claim
Manage and automate your Google Meet workflows with enterprise-grade tools for …
|
F 27 3⁄5 | ||||||||
| 29839 |
Agent Analytics
Claim
Analytics your AI agent can actually use. Track, experiment, and optimize via M…
|
F 27 3⁄5 | ||||||||
| 29840 |
Loblaw Grocery Search
Claim
Find grocery products across Loblaw’s online catalog. Compare brands and sizes …
|
F 27 3⁄5 | ||||||||
| 29841 |
AgentBuilders
Claim
Deploy full-stack web apps with database, file storage, auth, and RBAC via a si…
|
F 27 3⁄5 | ||||||||
| 29842 |
AI music production assistant — audio profiling, AI mixing sessions, and servic…
|
F 27 3⁄5 | ||||||||
| 29843 |
api
Claim
Purpose-aware accessibility scoring for every coordinate in Japan.
|
F 27 3⁄5 | ||||||||
| 29844 |
security-orchestra
Claim
Multi-agent MCP platform for data centers and critical power.
|
F 27 3⁄5 | ||||||||
| 29845 |
PILLAR GTM OS
Claim
AI-native GTM OS for B2B SaaS — account health, pipeline, renewals, territories…
|
F 27 3⁄5 | ||||||||
| 29846 |
Giskard Origin
Claim
Free bootstrap MCP server for new agents. Pointers to the Mycelium ecosystem.
|
F 27 3⁄5 | ||||||||
| 29847 |
pyth-hermes-mcp
Claim
Pyth Hermes MCP — real-time price feeds and oracle data for DeFi agents.
|
F 27 3⁄5 | ||||||||
| 29848 |
Verified hardware specs for AI agents. GPUs, CPUs, PSUs with fuzzy matching.
|
F 27 3⁄5 | ||||||||
| 29849 |
AML/CFT compliance oracle: wallet screening, sanctions, PEPs, jurisdiction risk.
|
F 27 3⁄5 | ||||||||
| 29850 |
Work IQ Word MCP Server
Claim
MCP Server containing tools to work with Microsoft Word document
|
F 27 3⁄5 | ||||||||