MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30737
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31351
lit-mcp Claim 2
MCP server for academic literature databases (arXiv, DBLP) to accelerate resear…
N/A N/A 81
31352
LucMacPaquet
Enables MCP clients like Kiro and Claude to access current weather conditions a…
31353
godson
godson_1231 Claim
N/A N/A 95
31354
drboden
Enables Claude to update existing Google Drive files in place via a service acc…
31355
halim-23
Enables AI agents to interact with PostgreSQL databases through the Model Conte…
31356
fvegiard
Enables Claude or any MCP client to drive the GitHub Copilot cloud agent via it…
31357
10.blaylock.10
project10 Claim
N/A N/A 95
31358
Meerkats-Ai
Enables web scraping, RSS feed processing, and Google search via the Meerkats.a…
31359
fischperson0000000
GetMyCert Claim
13,000+ IT certification practice questions for AI agents (AWS, Azure, GCP, Com…
31360
salwks
SDS MCP Claim
Enables automated project analysis and structured development specification gen…
N/A N/A 95
31361
Nanda-Kiran
A git-backed per-repo memory layer for Claude Code, enabling persistent, versio…
N/A N/A
31362
webski101
Exposes the MiniMax M3 LLM API to MCP-compatible clients, enabling chat complet…
31363
danieldoderlein
llm-bus Claim
Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, h…
31364
thochi
MCP server for executing SQL queries and managing connections to Microsoft SQL …
31365
geraservicesuk
Gera Prime MCP (placeholder) — Everything subscription meta-product. Launching …
N/A N/A 95
31366
IdaAkiwumi
Provides AI agents with real-time system monitoring and control for creative wo…
N/A N/A
31367
eugenelabonarsky
Votura Tours Claim
AI-powered audio tours by city: walking, cycling & driving. Search tours, stops…
31368
onori
Enables retrieval of historical stock data from Yahoo Finance through a simple …
31369
fmangot
Enables AI assistants to perform structured, step-by-step reasoning by breaking…
81
31370
DalahmasDev
SSH-based Model Context Protocol server for Odoo.sh - Build custom apps with AI…
N/A N/A
31371
lazymac2x
Cloudflare Workers MCP server: api-schema-drift-detector
31372
Deep-Intelligent-Pharma
A server that provides translation capabilities using TranslationX API, enablin…
N/A N/A
31373
AjvoGod
powerbi-mcp Claim
MCP server for Power BI — local PBIX file analysis, cloud API operations, repor…
31374
jayjodev
89 MCP tools for verifiable AI work — citations, KYB, law, sanctions, recall, p…
N/A N/A
31375
brianfofficial
RetentionCheck Claim 1
Pull churn from Stripe, Postgres, MySQL, or pasted feedback. AI-ranked drivers …
N/A N/A 61
31376
lumayapartners
memini Claim
Local-first project memory for AI coding agents. Records failed attempts, fragi…
N/A N/A
31377
hiroshic9-png
Japan Operations OS for AI agents — 14 knowledge domains, 31 tools via REST+MCP.
N/A N/A
31378
mows21
n8nmcpremote Claim
N/A N/A 95
31379
Themoneyhollic
Enables generating AI-powered presentations via the Gamma API directly from MCP…
31380
sh-patterson
legiscan Claim
N/A N/A 95
31381
amancodingrepo
skillgod Claim
An MCP server that automatically injects relevant skills, project memory, and r…
N/A N/A
31382
vladimir
software3 Claim
N/A N/A 95
31383
Greenhouse MCP Claim 1
Production-ready MCP server for Greenhouse with 175 tools for recruiting teams
N/A N/A 81
31384
giauphan
Ultra-lightweight, local-first MCP server for AI-powered code intelligence, pro…
31385
rrbanda
lol-mcp Claim
A FastMCP server that exposes REST API endpoints as Model Context Protocol tool…
81
31386
pipeworx-io
Provides access to City of Brampton GIS open geospatial data, enabling search, …
31387
kontext-security
Enables remote attestation of MCP servers using Intel SGX and RA-TLS, allowing …
31388
analyticsinmotion
mcp-listen Claim
Give your AI agents the ability to listen. Microphone capture and speech-to-tex…
N/A N/A 95
31389
eventescapes
Search event travel: F1, MotoGP, soccer, NFL, tennis, concerts. Tickets + hotel…
31390
pauloFroes
MCP server that wraps the Evolution API (WhatsApp) as semantic tools for LLM ag…
N/A N/A
31391
ronier83
Enables secure management of CTERA Portal file systems and administration throu…
81
31392
Tavaresiqueira
Enables AI assistants to query personal Duolingo metrics such as daily XP, sess…
N/A N/A
31393
washyu
Enables AI assistants to manage infrastructure using Ansible and Terraform with…
31394
HamedFathi
MCPedia Claim
Local codebase RAG and MCP server that indexes repository source code and docum…
N/A N/A
31395
SVGator
mcp Claim
Browse, create, edit, and export SVGator animated SVG projects via your SVGator…
31396
kennyR859
Provides unified access to OneDrive and SharePoint through Microsoft Graph API,…
81
31397
Beta0415
An MCP server that provides comprehensive image conversion and processing tools…
N/A N/A
31398
ivoryttang
Chemistry VC Claim
Discover Chemistry VC’s mission, team, investment criteria, and portfolio. Quic…
N/A N/A 95
31399
Aniket-think41
An MCP server that enables AI agents to interact with the SkillShare registry, …
31400
Developer-Akademie-YouTube
Banana Claim
A simple MCP server that provides tools for adding numbers, creating text files…
N/A N/A
Showing 31351–31400 of 64798 servers
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