MCP Server Quality Scores
Independent quality analysis of 64900 public MCP servers
Last updated 2 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26801 |
Runtime policy enforcement for AI agents. Evaluate actions against organization…
|
B 76 3⁄4 | ||||||||
| 26802 |
AI legal copilot for foreigners in Spain: immigration and housing rental, cited…
|
B 76 2⁄5 | ||||||||
| 26803 |
A production-grade Model Context Protocol server that provides real-time weathe…
|
B 76 3⁄4 | ||||||||
| 26804 |
Validates startup ideas with a deterministic scorecard, evidence brief, and ver…
|
B 76 3⁄4 | ||||||||
| 26805 |
Adversarial multi-model reasoning verification for AI agents before trades exec…
|
B 76 3⁄4 | ||||||||
| 26806 |
Connect any AI to PostgreSQL, MySQL, or SQL Server — 24 dialect-aware tools for…
|
B 76 3⁄4 | ||||||||
| 26807 |
Validate IBANs in 111 countries; bank directory checks for DE, AT, BE, FR, LU, …
|
B 76 2⁄5 | ||||||||
| 26808 |
Enables AI assistants to interact with VAST Data clusters for monitoring, listi…
|
B 76 3⁄4 | ||||||||
| 26809 |
Checks signed AI purchase authority and independently verifies supported provid…
|
B 76 2⁄5 | ||||||||
| 26810 |
Model Context Protocol (MCP) server that dynamically fetches and serves officia…
|
B 76 3⁄4 | ||||||||
| 26811 |
On-brand product photos, model try-ons, video reels & banners from a brief + br…
|
B 76 2⁄5 | ||||||||
| 26812 |
Image toolkit: resize, compress, crop, watermark, convert, rotate, EXIF read/st…
|
B 76 2⁄5 | ||||||||
| 26813 |
Gov info api
Claim
an api wrapper for the us government info api
|
B 76 3⁄4 | ||||||||
| 26814 |
Search 1,500+ pre-verified, cited knowledge units across 16 domains. 6 tools: q…
|
B 75 3⁄4 | ||||||||
| 26815 |
HiveLearn
Claim
Read and author HiveLearn communities, courses, events, quizzes, and certificat…
|
B 75 3⁄5 | ||||||||
| 26816 |
An MCP server that provides structured Google Search capabilities including web…
|
B 75 3⁄4 | ||||||||
| 26817 |
Hosted persistent memory with semantic search, importance and TTL for AI agents.
|
B 75 2⁄5 | ||||||||
| 26818 |
Thomas Anglero speaker MCP: bio, keynote topics, booking info, and speaking-inq…
|
B 75 2⁄5 | ||||||||
| 26819 |
Web scraping to clean Markdown with JS rendering, multi-page crawl, structured …
|
B 75 2⁄5 | ||||||||
| 26820 |
Enables interaction with Vikunja task management instances through natural lang…
|
B 75 3⁄4 | ||||||||
| 26821 |
voyager-commerce
Claim
AI ticket commerce for theme parks, zoos, museums, and aquariums via any AI age…
|
B 75 3⁄5 | ||||||||
| 26822 |
knot
Claim
Knot is a semantic and structural codebase indexer designed for AI coding agent…
|
B 75 3⁄4 | ||||||||
| 26823 |
This MCP server provides AI assistants with full control over Celery task queue…
|
B 75 3⁄4 | ||||||||
| 26824 |
MCP server for querying Forkast documentation
|
B 75 3⁄5 | ||||||||
| 26825 |
Integrate Shadcn Space MCP server into your IDE to generate ready-to-use shadcn…
|
B 75 3⁄4 | ||||||||
| 26826 |
Read-only zobrx e-commerce data: P&L, orders, inventory, marketplace, tax & she…
|
B 75 3⁄5 | ||||||||
| 26827 |
A unified Model Context Protocol server for MiniMax CLI (mmx)
|
B 75 3⁄4 | ||||||||
| 26828 |
NexusAPI provides a suite of 18 compute tools for AI agents, including web scra…
|
B 75 3⁄4 | ||||||||
| 26829 |
A comprehensive MCP server for interacting with the Civitai API to search model…
|
B 75 3⁄4 | ||||||||
| 26830 |
Enables AI agents to generate safe, runnable HTML chart pages from structured J…
|
B 75 3⁄4 | ||||||||
| 26831 |
Audited crypto intel for agents: A-F trade checks, scored signals, liq maps, re…
|
B 75 3⁄5 | ||||||||
| 26832 |
MCP server for Drupal sites via JSON:API, enabling CRUD operations on nodes, ta…
|
B 75 3⁄4 | ||||||||
| 26833 |
Web Resource Ledger
Claim
📇 ☁️ - Capture web pages as cryptographically signed, tamper-evident evidence. …
|
B 75 3⁄4 | ||||||||
| 26834 |
Franchise evaluation tools built from 81+ closed deals. Validate FDD investment…
|
B 75 3⁄4 | ||||||||
| 26835 |
citedbyai-mcp-server
Claim
Free AI citation readiness checker powered by Cited By AI's CPS® framework. Ins…
|
B 75 3⁄4 | ||||||||
| 26836 |
An MCP server that enables users to shorten long URLs into permanent, shareable…
|
B 75 3⁄4 | ||||||||
| 26837 |
Parametric estimating engine: CESMM4/NRM2/SMM7/MMHW Bills of Quantities for civ…
|
B 75 3⁄5 | ||||||||
| 26838 |
Empresas argentinas por CUIT: registro societario, deudas BCRA y contratos con …
|
B 75 2⁄5 | ||||||||
| 26839 |
14 PDF tools: merge, split, compress, watermark, encrypt, organize, metadata, p…
|
B 75 2⁄5 | ||||||||
| 26840 |
Green Helix
Claim
AI agent commerce platform — 141 tools for payments, escrow, identity, marketpl…
|
B 75 3⁄4 | ||||||||
| 26841 |
Persistent, correctable AI memory with zero dependencies. Corrections always su…
|
B 75 3⁄4 | ||||||||
| 26842 |
AI-powered content management for Strapi CMS. Full CRUD operations, media uploa…
|
B 75 3⁄4 | ||||||||
| 26843 |
MCP server for tracking revenue opportunities including bounties, grants, hacka…
|
B 75 3⁄4 | ||||||||
| 26844 |
Search European tech funding rounds, companies, investors and exits — sourced, …
|
B 75 2⁄5 | ||||||||
| 26845 |
AI-powered content management for Strapi CMS. Full CRUD operations, media uploa…
|
B 75 3⁄4 | ||||||||
| 26846 |
Wallet for AI agents. Earn via invoices, spend on other agents and paid APIs, m…
|
B 75 3⁄4 | ||||||||
| 26847 |
Exposes Weather Underground personal weather station data as tools in Claude, e…
|
B 75 3⁄4 | ||||||||
| 26848 |
An MCP server that provides a multidimensional philosophical framework for prom…
|
B 75 3⁄4 | ||||||||
| 26849 |
aerostack-registry
Claim
Search and discover 100+ hosted MCP servers on Cloudflare's edge with semantic …
|
B 75 3⁄4 | ||||||||
| 26850 |
Provides AI assistants with deep knowledge of the No.JS framework, including do…
|
B 75 3⁄4 | ||||||||