MCP Server Quality Scores
Independent quality analysis of 61045 public MCP servers
Last updated 3 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29151 |
Zuplo
Claim
Manage and secure your APIs with flexible policies, routing, and rate limits. M…
|
F 30 3⁄5 | ||||||||
| 29152 |
MERX
Claim
TRON resource exchange for AI agents. 52 tools for energy trading, token transf…
|
F 30 3⁄5 | ||||||||
| 29153 |
eSIM
Claim
Manage and purchase UK domestic eSIM plans with real-time inventory checking. S…
|
F 30 3⁄5 | ||||||||
| 29154 |
Analog
Claim
Access and analyze real-time geographic sensor data across various global locat…
|
F 30 3⁄5 | ||||||||
| 29155 |
quantoracle
Claim
63 deterministic quant computation tools for AI agents. Black-Scholes, Greeks, …
|
F 30 3⁄5 | ||||||||
| 29156 |
Octomil
Claim
Manage, optimize, and deploy machine learning models to edge devices with autom…
|
F 30 3⁄5 | ||||||||
| 29157 |
Transipal WMS
Claim
Warehouse management for warehouses, missions, tasks, packs, products, and ship…
|
F 30 3⁄5 | ||||||||
| 29158 |
Almanac
Claim
Datos econ�micos y financieros oficiales de Argentina (BCRA, INDEC, CNV, MECON)…
|
F 30 3⁄5 | ||||||||
| 29159 |
FontFreezer
Claim
Search, analyze, and convert Google Fonts into various web formats while pinnin…
|
F 30 3⁄5 | ||||||||
| 29160 |
pentagonal
Claim
**AI-powered smart contract forge** with an 8-agent adversarial security audit …
|
F 30 3⁄5 | ||||||||
| 29161 |
Agent orchestration + org memory via MCP. Manage initiatives and decisions from…
|
F 30 3⁄5 | ||||||||
| 29162 |
Cookiy
Claim
AI user research through MCP: studies, AI interviews, recruitment, and insight …
|
F 30 3⁄5 | ||||||||
| 29163 |
Kinescope MCP Server
Claim
Kinescope MCP Server — Integrates Kinescope's video platform with AI assistants…
|
F 30 3⁄5 | ||||||||
| 29164 |
Tanjiren MCP Server
Claim
Hosted MCP server for task-first delegation to remote workstations and workers.
|
F 30 3⁄5 | ||||||||
| 29165 |
MCP server for WordPress REST API — manage posts, pages, media, comments, taxon…
|
F 30 3⁄5 | ||||||||
| 29166 |
Greek Insurance Registry
Claim
Locate and verify insurance intermediaries registered in Greece using various s…
|
F 30 3⁄5 | ||||||||
| 29167 |
AgentBond
Claim
Authorization and governance infrastructure for AI agents. 17 MCP tools for tok…
|
F 30 3⁄5 | ||||||||
| 29168 |
Strale
Claim
Strale provides verified data capabilities for AI agents — company registries a…
|
F 30 3⁄5 | ||||||||
| 29169 |
seltz
Claim
Provides AI assistants with access to Seltz's powerful Web Search capabilities.
|
F 30 3⁄5 | ||||||||
| 29170 |
Brandomica Lab
Claim
Verify brand name availability across domains, social media handles, and global…
|
F 30 3⁄5 | ||||||||
| 29171 |
Nephyr Weather
Claim
GFS ensemble weather signals for prediction market edge detection across 12 cit…
|
F 30 3⁄5 | ||||||||
| 29172 |
GraphPulse C++
Claim
Analyzes C++ codebases via AST parsing to build comprehensive, queryable depend…
|
F 30 3⁄5 | ||||||||
| 29173 |
AI Research Assistant
Claim
The server provides immediate access to millions of academic papers through Sem…
|
F 30 3⁄5 | ||||||||
| 29174 |
CourseForge
Claim
AI-powered LMS course builder: 89 tools, 17 skills, SCORM/xAPI export, agentic …
|
F 30 3⁄5 | ||||||||
| 29175 |
settlegrid-discovery
Claim
|
F 30 3⁄5 | ||||||||
| 29176 |
FinancialData.Net
Claim
A comprehensive MCP server delivering real-time and historical market data acro…
|
F 30 3⁄5 | ||||||||
| 29177 |
Bluegamma MCP
Claim
Access live interest rate forward curves, swap pricing, FX forwards, inflation …
|
F 30 3⁄5 | ||||||||
| 29178 |
rove
Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
|
F 30 3⁄5 | ||||||||
| 29179 |
Turn any language model into a multimodal powerhouse that can generate images, …
|
F 30 3⁄5 | ||||||||
| 29180 |
sg-regulatory-data-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 29181 |
HTTP header security analysis API for AI agents. Analyze response headers for a…
|
F 30 3⁄5 | ||||||||
| 29182 |
Overcome Stress
Claim
Neuroscience-based stress recovery by Sieto Reitsma BSc. ReAttach therapy and C…
|
F 30 3⁄5 | ||||||||
| 29183 |
AI Accountant for Quickbooks- recording, reconcile, month-end close
|
F 30 3⁄5 | ||||||||
| 29184 |
Asvaai
Claim
Query your brand's AI visibility across ChatGPT, Claude, Perplexity, and Gemini.
|
F 30 3⁄5 | ||||||||
| 29185 |
trading
Claim
AI-powered trading strategy development: backtesting, market data, and portfoli…
|
F 30 3⁄5 | ||||||||
| 29186 |
Art Blocks
Claim
Discover, browse, and collect from 500+ on-chain generative art projects.
|
F 30 3⁄5 | ||||||||
| 29187 |
Recursive Support Agent
Claim
Query the Recursive AI support agent platform — pricing, features, capabilities…
|
F 30 3⁄5 | ||||||||
| 29188 |
Pantry Persona
Claim
AI-powered kitchen management — pantry, recipes, meal plans, shopping lists
|
F 30 3⁄5 | ||||||||
| 29189 |
Caffeinated Wardrobe
Claim
Caffeinated Wardrobe is like an API for your closet. This MCP server brings pro…
|
F 30 3⁄5 | ||||||||
| 29190 |
Amazon brand, seller, niche & buy-box intelligence inside your own Claude or Ch…
|
F 30 3⁄5 | ||||||||
| 29191 |
Kairos Connect
Claim
Connect AI agents to your Kairos workspace — manage goals, tasks, docs, whitebo…
|
F 30 3⁄5 | ||||||||
| 29192 |
mcp-ted
Claim
TED MCP Server: Real-time EU public tenders access. https://www.lexsocket.ai/
|
F 30 3⁄5 | ||||||||
| 29193 |
Discover and download a variety of assets including prompts, skills, and connec…
|
F 30 3⁄5 | ||||||||
| 29194 |
The #1 ranked OWASP ASI01 risk is Agent Goal Hijack — when an agent gets manipu…
|
F 30 3⁄5 | ||||||||
| 29195 |
Sidearm
Claim
Protect media using watermarking, content disruption, and adversarial hardening…
|
F 30 3⁄5 | ||||||||
| 29196 |
SceneView 3D & AR
Claim
Cross-platform 3D & AR for Android (Compose + Filament), iOS / macOS / visionOS…
|
F 30 3⁄5 | ||||||||
| 29197 |
Real-time product catalog and inventory across multi-tenant e-commerce stores v…
|
F 30 3⁄5 | ||||||||
| 29198 |
MedCode Oracle
Claim
# MedCode Oracle — Healthcare API for AI agents
License-free medical coding, p…
|
F 30 3⁄5 | ||||||||
| 29199 |
MCP server for remote SQLite databases via Turso/libSQL.
- 15 tools for query, …
|
F 30 3⁄5 | ||||||||
| 29200 |
proof
Claim
# Proof
Code-validated pattern intelligence from pydantic-ai's actual sou…
|
F 30 3⁄5 | ||||||||