MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 4 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39201
universal-mcp
Provides a standardized interface to interact with Serpapi's search engine resu…
39202
bfernandesbfs
Enables natural language profiling of iOS apps using xctrace (Instruments) for …
N/A N/A
39203
nguyennguyenit
sapo-mcp Claim
Model Context Protocol server for Sapo.vn POS & e-commerce platform, providing …
39204
Sunwood-ai-labs
Enables Claude to generate speech from text and express it through a 3D VRM ava…
N/A N/A
39205
rauls-kjarners
A lightweight MCP bridge that lets Claude Code delegate heavy tasks to the Anti…
N/A N/A
39206
junter1989k-ai
United Arab Emirates payments for AI agents — Apple Pay / cards via Tap Payment…
39207
imvickykumar999
Enables users to manage Telegram reminders via natural language or commands, wi…
N/A N/A
39208
giftHEALTH
MCP server that integrates with Sumo Logic's API to perform log searches, data …
39209
secemp9
MCP server for controlling the kitty terminal emulator. Exposes 40 tools for ma…
N/A N/A
39210
reposit-bot
Enables AI agents to search, share, and vote on community knowledge solutions v…
39211
Vicovrnk
Self-hosted MCP toolkit providing web search, Wikipedia, and arXiv access witho…
N/A N/A
39212
cyanheads
Query IMF SDMX 3.0 macroeconomic data — 193 dataflows, WEO, BOP, CPI, exchange …
39213
Yuki4-dev
Enables easy gRPC requests and Protocol Buffer file information retrieval throu…
81
39214
Metroxe
Bowmark Claim
Pre-computed navigation recipes for public websites — skip explore-and-discover.
39215 N/A N/A 95
39216
vindataio
Remote MCP server with built-in GitHub OAuth, deployed on Cloudflare Workers, e…
39217
yar3333
A lightweight MCP server that bridges AI agents with a local ComfyUI instance t…
N/A N/A
39218
lekt9
Enables AI agents to manage documents and collections in Outline wiki through n…
81
39219
xfajarr
A local MCP server that provides shared, real-time context across multiple AI a…
N/A N/A
39220
DrBaher
One MCP server for the contract-ops suite: all nine local-first CLIs as agent t…
N/A N/A
39221
KodyDennon
Provides AI agents with access to Statly SDK and API documentation, enabling se…
81
39222
lazymac2x
Cloudflare Workers MCP server: ai-prompt-optimizer
39223
JOSETRA44
Connects MCP-compatible AI agents to Peru's official statistics platform (INEI …
39224
benseverndev-oss
GoldenMatch Claim
Find duplicate records in 30 seconds. Zero-config entity resolution, 97.2% F1 o…
39225
Ballindaboy
Enables language models to interact with Bitrix24 CRM, providing tools to manag…
N/A N/A
39226
0xArtex
Palmyr Claim
Agent infra: email, phone, social, domains, VPS, wallets. Paid per-action via x…
39227
jordnlvr
Enables AI assistants to extract and document Mendix Studio Pro modules by inte…
N/A N/A 95
39228
mark-nelson
US drone airspace intelligence and mission planning. Query 11 FAA data layers, …
81
39229
JigsawStack
Effortlessly search the Web and get access to high-quality results powered with…
N/A N/A 95
39230
VRUSHIL1
A comprehensive integration that allows AI models to interact with Telegram acc…
N/A N/A 95
39231
CSOAI-ORG
DORA (EU Digital Operational Resilience Act) compliance for AI agents. 5-pillar…
N/A N/A
39232
ailenshen
Write your resume in Markdown and export to PDF with AI assistance, using a bui…
N/A N/A
39233
opedrenyo
MCP server that connects Claude Desktop to Google Gemini, enabling multimodal a…
N/A N/A
39234
neromtoobad
docpilot-mcp Claim
An MCP server that provides tools to fetch live, version-accurate documentation…
N/A N/A
39235
aialchemylabs
A Model Context Protocol server that enables AI assistants to interact with Not…
N/A N/A 95
39236
Pruthvik1
Extracts SVG icons from Figma and generates React TSX icon components automatic…
N/A N/A
39237
synaptic-ai-consulting
nouri Claim
Plan smarter grocery runs with prioritized lists that learn from your edits. Fi…
N/A N/A 95
39238
Goodeye-Labs
Goodeye Claim
Design, save, and run outcome-aligned AI workflows and verifiers, with reliable…
39239
andrewyun0403
Enables AI models to search Jira issues using JQL and retrieve issue details th…
39240
buildingjoshbetter
TrueMemory Claim
A living memory system that ingests long-horizon data to infer insights, enabli…
N/A N/A
39241
tpptrafficpump
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
N/A N/A 95
39242
Baneado98
IaC attack-path auditor: finds internet-to-crown-jewel chains in Terraform/CFN/…
39243
byadsco
Self-hosted MCP server providing secure, multi-tenant access to Meta Marketing …
39244
CSOAI-ORG
MEOK EU AI Act Article 13 Instructions for Use generator — provider-side IFU wi…
N/A N/A 81
39245
slawekradzyminski
Starter scaffold for a workshop to build an MCP API testing server, intended to…
N/A N/A
39246
mcp-tool-shop-org
Tool Compass Claim
Semantic navigator for MCP tools that finds relevant tools by natural language …
39247
yifanyifan897645
codescan-mcp Claim
Scans codebases for TODOs, FIXMEs, code complexity, file stats, and dependencie…
N/A N/A
39248
mclarkson
Manages blood pressure readings (create, read, update, delete) via an MCP serve…
39249
SonAIengine
gwanjong-mcp Claim
Campaign-driven social engagement MCP server for authentic developer community …
39250
CSOAI-ORG
UK AI Regulation Compliance MCP. Automates audits against the UK AI White Paper…
N/A N/A
Showing 39201–39250 of 64728 servers
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