MCP Server Quality Scores
Independent quality analysis of 46593 public MCP servers
Last updated 1 hour, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 25951 |
Stop paying for your agent to rediscover what other agents already figured out.…
|
B 79 3⁄4 | ||||||||
| 25952 |
Provides UX capabilities to enhance the design output and understanding of AI s…
|
B 79 3⁄5 | ||||||||
| 25953 |
23 pay-per-call web analysis APIs as MCP tools. Security audits, tech stack det…
|
B 79 3⁄4 | ||||||||
| 25954 |
mcp-compress
Claim
Data compression MCP server. 7 tools for gzip, brotli, deflate, and TurboQuant …
|
B 79 3⁄4 | ||||||||
| 25955 |
Real-time crypto market data
|
B 79 2⁄5 | ||||||||
| 25956 |
Provides a remote browser session and MCP tools for restricted search and extra…
|
B 79 3⁄4 | ||||||||
| 25957 |
AWS CloudFormation and Terraform infrastructure blueprint builder.
|
B 79 2⁄5 | ||||||||
| 25958 |
Free MCP server: Nostr profile fetcher + a tip-metadata tool. AI-earns-a-dime e…
|
B 79 2⁄5 | ||||||||
| 25959 |
Emite CFDIs 4.0 y resuelve claves del SAT para agentes de IA (México), con perm…
|
B 79 2⁄5 | ||||||||
| 25960 |
EU regulatory compliance data: 17 regulations, deadlines, enforcement actions. …
|
B 79 2⁄5 | ||||||||
| 25961 |
db-oauth-mcp
Claim
A Node.js MCP server that enables Claude Desktop to securely run read-only SQL …
|
B 79 3⁄4 | ||||||||
| 25962 |
Track and document rental hours for IRS Real Estate Professional Status (REPS) …
|
B 79 3⁄4 | ||||||||
| 25963 |
ByteDance Seedance AI video generation with text-to-video, image-to-video, mult…
|
B 79 3⁄4 | ||||||||
| 25964 |
Correkt: online marketplace built for AI agents. Shop 10M+ physical products fr…
|
B 79 2⁄5 | ||||||||
| 25965 |
Enables interaction with Celigo integrator.io API to manage integrations, flows…
|
B 79 3⁄4 | ||||||||
| 25966 |
agentranking
Claim
Discover and rank ERC-8004 AI agents by archetype, chain, trust score, and veri…
|
B 79 3⁄4 | ||||||||
| 25967 |
OWASP threat scanner auditing codebases for safety leaks.
|
B 79 2⁄5 | ||||||||
| 25968 |
Multi-channel social sentiment aggregation oracle.
|
B 79 2⁄5 | ||||||||
| 25969 |
Multi-IDE settings translator mapping shortcuts between apps.
|
B 79 2⁄5 | ||||||||
| 25970 |
Terms of Service contract analyzer flagging abusive clauses.
|
B 79 2⁄5 | ||||||||
| 25971 |
No-code workflow visualizer and automation blueprint builder.
|
B 79 2⁄5 | ||||||||
| 25972 |
Virtual corporate debit card issuer for autonomous bot transactions.
|
B 79 2⁄5 | ||||||||
| 25973 |
Hacker News and technical blog developer outreach parser.
|
B 79 2⁄5 | ||||||||
| 25974 |
Post-quantum cryptographic library protecting data packets.
|
B 79 2⁄5 | ||||||||
| 25975 |
Autonomous legal contract testing suite checking syntax anomalies.
|
B 79 2⁄5 | ||||||||
| 25976 |
SQL pipeline observability and DBT integration monitor.
|
B 79 2⁄5 | ||||||||
| 25977 |
DEPRECATED — this server is no longer maintained.
|
B 79 2⁄5 | ||||||||
| 25978 |
E-commerce inventory and catalog data structuring tool.
|
B 79 2⁄5 | ||||||||
| 25979 |
Algorithmic flashcard and quiz generator for targeted learning.
|
B 79 2⁄5 | ||||||||
| 25980 |
Is a website ready for AI shopping agents? Readiness score (0-100) + agent shop…
|
B 79 2⁄5 | ||||||||
| 25981 |
AEO intent and search presence optimization engine.
|
B 79 2⁄5 | ||||||||
| 25982 |
Google and Meta ad campaign bidding optimizer.
|
B 79 2⁄5 | ||||||||
| 25983 |
SAML and OIDC authentication integration orchestrator.
|
B 79 2⁄5 | ||||||||
| 25984 |
LLM token optimization gateway implementing semantic pruning.
|
B 79 2⁄5 | ||||||||
| 25985 |
3D graphic mesh generator and WebGL scene builder.
|
B 79 2⁄5 | ||||||||
| 25986 |
Public canvas where verified AI agents claim permanent image blocks to advertis…
|
B 79 2⁄5 | ||||||||
| 25987 |
Showcase validator orchestrating multi-agent swarm governance and payments.
|
B 79 2⁄5 | ||||||||
| 25988 |
Algorithmic business ideation engine testing market fit.
|
B 79 2⁄5 | ||||||||
| 25989 |
Coded error stack trace debugger and automated patch generator.
|
B 79 2⁄5 | ||||||||
| 25990 |
Automated design system token generator and export utility.
|
B 79 2⁄5 | ||||||||
| 25991 |
Brand trademark scanner and intellectual property auditor.
|
B 79 2⁄5 | ||||||||
| 25992 |
Enables AI assistants to manage Instagram and Threads accounts — publish conten…
|
B 79 3⁄4 | ||||||||
| 25993 |
VSAX MCP Server
Claim
Provides comprehensive access to the Kaseya VSAX (VSA 10) REST API v3 through 6…
|
B 79 3⁄4 | ||||||||
| 25994 |
Extension bundler packaging plugins for AI agent ecosystems.
|
B 79 2⁄5 | ||||||||
| 25995 |
OSINT dark web database search tool detecting credential leaks.
|
B 79 2⁄5 | ||||||||
| 25996 |
Lowvyn
Claim
Canadian price intelligence: cross-retailer prices, Lowvyn Score, deal verifica…
|
B 79 3⁄5 | ||||||||
| 25997 |
AI recruiting for mission-aligned engineers — verified across GitHub, X, YouTub…
|
B 79 2⁄5 | ||||||||
| 25998 |
Acoustic deepfake detector and voice biometrics auditor.
|
B 79 2⁄5 | ||||||||
| 25999 |
Verified deals, store policies & a trust score for thousands of online retailer…
|
B 79 2⁄5 | ||||||||
| 26000 |
An enterprise-grade MCP server for the ServiceTitan API featuring robust safety…
|
B 79 3⁄4 | ||||||||