MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 2 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47351 |
mcp-dagster
Claim
Enables AI agents to interact with Dagster instances, explore data pipelines, m…
|
— | ||||||||
| 47352 |
paypay-mcp
Claim
MCP server for the PayPay Open Payment API, enabling QR code creation, payment …
|
— | ||||||||
| 47353 |
collimer-mcp
Claim
Runs a free Collimer AI-search visibility scan on any website via one tool (col…
|
— | ||||||||
| 47354 |
maxia-oracle
Claim
Multi-source crypto & equity price feed for AI agents.
Aggregates Pyth, Chainl…
|
— | ||||||||
| 47355 |
Government Contracts MCP
Claim
Government contract search and federal procurement data: SAM.gov opportunities …
|
— | ||||||||
| 47356 |
An MCP server that enables AI assistants like Cursor and Claude to interact wit…
|
— | ||||||||
| 47357 |
turtlestack-lite
Claim
Multi-broker trading MCP server for Claude AI, unifying Kite, Groww, and Dhan w…
|
— | ||||||||
| 47358 |
@roompanda/mcp
Claim
Enables AI agents to search availability, price rooms, and make real bookings v…
|
— | ||||||||
| 47359 |
syncause-debug-mcp
Claim
Enables AI agents to query runtime debugging facts (stack traces, logs, functio…
|
— | ||||||||
| 47360 |
mcp-data-loireatlantique
Claim
Search, explore, and query open data from Loire-Atlantique (France) via natural…
|
— | ||||||||
| 47361 |
MCP Agent Toolkit
Claim
Enables agents to share state via a blackboard, record and retrieve failure res…
|
— | ||||||||
| 47362 |
Obsidian Lumina MCP
Claim
A Model Context Protocol server that enables semantic vector search over Obsidi…
|
— | ||||||||
| 47363 |
Airtable MCP Server
Claim
MCP server for Airtable API — manage records, bases, tables, fields, and webhoo…
|
— | ||||||||
| 47364 |
pm-agents
Claim
A multi-agent product-management copilot that automates morning briefings, metr…
|
— | ||||||||
| 47365 |
LinkedIn MCP Server
Claim
Allows AI agents to authenticate with LinkedIn and share posts or links via the…
|
— | ||||||||
| 47366 |
devrecall
Claim
Local-first developer activity aggregator. Indexes commits, PRs, Jira/Linear ti…
|
— | ||||||||
| 47367 |
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
|
— | ||||||||
| 47368 |
Epistemic foraging for AI agents: source discovery, verified evidence, uncertai…
|
— | ||||||||
| 47369 |
cric-mcp
Claim
Enterprise-grade MCP server providing daily cricket updates via FastAPI and SSE…
|
— | ||||||||
| 47370 |
polymarket-mcp
Claim
MCP server for Polymarket prediction markets enabling query of markets, events,…
|
— | ||||||||
| 47371 |
oeo
Claim
|
— | ||||||||
| 47372 |
Swift MCP Server
Claim
An MCP server that provides Swift and SwiftUI best practices, acting as a senio…
|
— | ||||||||
| 47373 |
pptmasterdeck-mcp
Claim
A paid remote MCP for ppt-master, built to return verdicts, receipts, usage log…
|
— | ||||||||
| 47374 |
Wiremi Marketing MCP
Claim
Read-only ROSCA and savings-circle answers and calculators, from Wiremi's publi…
|
— | ||||||||
| 47375 |
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
|
— | ||||||||
| 47376 |
Color palette generation API for AI agents. Generate harmonious palettes from a…
|
— | ||||||||
| 47377 |
Ghidra MCP Bridge
Claim
A PyGhidra-based MCP server that exposes Ghidra's reverse engineering capabilit…
|
— | ||||||||
| 47378 |
Image Gen MCP Server
Claim
A multi-provider MCP server that enables AI agents to generate and edit images …
|
— | ||||||||
| 47379 |
Downtester Status
Claim
Live service status, active incidents, search, and outage history from Downtest…
|
— | ||||||||
| 47380 |
Verificarlo MCP Server
Claim
Exposes Verificarlo floating-point debugging capabilities to AI agents, enablin…
|
— | ||||||||
| 47381 |
Edge TTS MCP
Claim
An MCP server that converts text into lifelike speech using Microsoft Edge's Te…
|
— | ||||||||
| 47382 |
agenticscope
Claim
A read-only MCP server that provides AI agents with live, structured workspace …
|
— | ||||||||
| 47383 |
adb_mcp_server
Claim
Enables remote control of Android devices via ADB, including screen operations,…
|
— | ||||||||
| 47384 |
tibiawiki_en_mcp
Claim
A server that downloads, parses, and indexes TibiaWiki content, providing 19 MC…
|
— | ||||||||
| 47385 |
decapodkernel-mcp
Claim
A paid remote MCP for Decapod, built to return verdicts, receipts, usage logs, …
|
— | ||||||||
| 47386 |
LemGen AI Design MCP
Claim
Open-source MCP server for AI image and video creation, enabling prompt library…
|
— | ||||||||
| 47387 |
Kleap
Claim
Enables AI agents to build, edit, and publish live websites with hosting, datab…
|
— | ||||||||
| 47388 |
GSC MCP Server
Claim
A Model Context Protocol server that provides read-only access to Google Search…
|
— | ||||||||
| 47389 |
Lutron Caseta MCP Server
Claim
Enables Claude Desktop to control Lutron Caseta smart lighting systems locally,…
|
— | ||||||||
| 47390 |
Base64 encoding/decoding API for AI agents. Encode text to base64 or decode bas…
|
— | ||||||||
| 47391 |
uniprot-unipressed-mcp
Claim
An MCP server that provides tools for searching and fetching protein data from …
|
— | ||||||||
| 47392 |
MySQL MCP Server
Claim
Enables AI assistants to directly query MySQL databases, list tables, and view …
|
— | ||||||||
| 47393 |
arx-mcp-server
Claim
MCP server that integrates with ARXsec.io API to execute security scans, compli…
|
— | ||||||||
| 47394 |
Zuplo
Claim
Retrieve insurance profiles on demand to enrich customer workflows. Access up-t…
|
— | ||||||||
| 47395 |
hive-mcp-lateration
Claim
A remote MCP server for Structural Lateration that provides tools to price, min…
|
— | ||||||||
| 47396 |
A basic example MCP server demonstrating serverless deployment using Netlify Fu…
|
— | ||||||||
| 47397 |
OPNsense MCP Server
Claim
A secure MCP server for managing OPNsense firewalls through AI assistants. Prov…
|
— | ||||||||
| 47398 |
proxmox-mcps
Claim
Enables AI assistants to manage Proxmox VE infrastructure, including VMs, conta…
|
— | ||||||||
| 47399 |
OpenRefine MCP Server
Claim
Enables MCP-capable clients to interact with OpenRefine's HTTP API for creating…
|
— | ||||||||
| 47400 |
local-Rag
Claim
A local-first document retrieval MCP server that enables AI coding tools like C…
|
— | ||||||||