MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

40750
Discovered
29237
Scored
2095
Verified
16951
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39251
adnocad
hady_mcp Claim
N/A N/A 95
39252
moneyforward
A Model Context Protocol server that provides integration with TestRail, allowi…
81
39253 N/A N/A 95
39254
JoaoToledoSE
mcp-server Claim
Provides AI-powered tools for querying customer and order analytics, enabling o…
N/A N/A
39255
rubenlangeweg
Enables interaction with Productive.io for task management, time tracking, budg…
39256
elibarnett
kie-mcp Claim
MCP for kie.ai: 45+ image, 70+ video, 20+ audio models with model intelligence
N/A N/A
39257
r-space-technology-ltd
rspace Claim
R.Space — the real estate OS for the UAE. The platform powers every side of th…
81
39258
biocontext-ai
anndata-mcp Claim
Allows to retrieve information about an AnnData object via MCP using the read_l…
N/A N/A
39259
Reculi
mcp server for weather information query
N/A N/A 95
39260
Novalya-Labs
Enables interaction with Plane.so project management API through natural langua…
39261
Sealjay
MCP server for Apple Calendar using compiled Swift to bypass macOS Sequoia TCC …
N/A N/A
39262
fraim-ai
Enables semantic search of project documentation using hybrid vector and full-t…
81
39263
kvmaker
discord-mcp Claim
N/A N/A 95
39264
freightutils
16 free freight tools for AI agents — LDM/CBM/chargeable weight calculators (ro…
81
39265
ericlimabr
mcp-context Claim
Local MCP server that provides semantic search (RAG) over code repositories, en…
N/A N/A
39266
xue20010808
Send quick, personalized greetings on command. Toggle a playful pirate mode for…
N/A N/A 95
39267
counterpoint-studio
Inspect local audio files — playback, metadata, loudness, spectrogram.
N/A N/A
39268
p-w-4-z
Provider-agnostic email MCP server that connects any IMAP mailbox to AI assista…
39269
RailKill
Model Context Protocol (MCP) server to execute aider-specific code editing oper…
N/A N/A
39270
arb-ec
Enables comprehensive management of Storyblok CMS through natural language inte…
81
39271
jmagar
UniFi MCP Claim
Enables management of a local UniFi controller, including devices, clients, net…
39272
incentivai
Launch your conversational Quickchat AI agent as an MCP to give AI apps real-ti…
81
39273
dev-87i5
AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
81
39274 N/A N/A 95
39275
nyxCore-Systems
ckb Claim
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol…
N/A N/A
39276
colobas
Enables LLM clients to browse and query your Zotero library through tool calls.…
N/A N/A 95
39277
stanibaj
A comprehensive DNS query server that enables querying all types of DNS records…
39278
MRWillisT
PullNexus Claim
GitHub-backed registry and CLI for local AI resources. Search, pull, and submit…
39279
arizen-dev
deepseek-mcp Claim
Enables using DeepSeek models as a small, cheap supervised worker from any MCP-…
39280
wander8jackson
avocado-ai Claim
Generate AI images, videos, UGC ads, and product photos directly from Claude, C…
81
39281
yushuqiu1
Greet people, add numbers, and discover song recommendations. Save time on smal…
N/A N/A 95
39282
GodotH
Enables AI assistants to interact with Gmail accounts through IMAP/SMTP, suppor…
81
39283
ctxray
ctxray Claim
Context intelligence for AI coding sessions. 7 MCP tools to score, compare, com…
N/A N/A 95
39284 N/A N/A 95
39285
mquan
nimble Claim
A token-efficient MCP server that reduces context window bloat by lazy loading …
N/A N/A
39286
hedless
Enables programmatic CAD modeling with Onshape's REST API, offering 45 tools fo…
39287
alpadalar
A comprehensive MCP server for managing Active Directory environments through L…
39288
achreftlili
Code Index Claim
SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP.
N/A N/A
39289
dancleary54
Convalytics Claim
Web and product analytics for Convex apps. MCP server to chat with AI about you…
81
39290 N/A N/A 95
39291
ronantakizawa
The GIS Data Conversion MCP allows reverse geocoding, WKT/GeoJSON conversion, T…
N/A N/A 95
39292
contextualizer-ai
artl-mcp Claim
Enables comprehensive scientific literature retrieval and analysis through Euro…
39293
chmald
Enables AI assistants to interact with Planka, a real-time Kanban board applica…
39294
Samarth-23-eng
MCP server for Indian vehicle RTO: decode number plates, calculate road tax, ch…
N/A N/A
39295
derekkucera
Enable Claude to autonomously trade, analyze, and manage positions on Polymarke…
39296
gordo-v1su4
Enables direct integration with NocoDB databases from Cursor IDE, providing com…
81
39297
jcafazzo
A comprehensive MCP server that bridges AI applications with FHIR healthcare da…
39298
CodeAbra
iai-mcp Claim
Local memory daemon with three-tier storage (episodic/semantic/procedural), vec…
N/A N/A
39299
PierrunoYT
Enables high-quality AI image generation using MiniMax (Hailuo AI) text-to-imag…
81
39300
CSOAI-ORG
fitness-ai-mcp MCP server by MEOK AI Labs
N/A N/A
Showing 39251–39300 of 40750 servers
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