MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30711
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33301
junter1989k-ai
Kenya payments for AI agents — M-Pesa via Flutterwave. Never holds funds.
33302
Vince1024
MCP Outlook Claim
Enables AI assistants to manage Microsoft Outlook emails, calendar events, cont…
N/A N/A
33303
Chaeyun06
Enables users to access Naver Maps API functionality including directions, plac…
N/A N/A 95
33304
matematicsolutions
mcp-nsa Claim
MCP server for Polish administrative case-law (NSA + regional administrative co…
N/A N/A
33305
ArnoLegi
MCP INPI Claim
Enables querying French business registers (RNE, BODACC) and trademarks via INP…
33306
chaser164
CronGrid Claim
This MCP server enables LLMs to POST, GET, and DELETE cron jobs that schedule e…
33307
songminkyu
Provides PDF analysis, data extraction, form filling, and comparison capabiliti…
N/A N/A
33308
malkreide
register-mcp Claim
Provides access to the Swiss Federal Commercial Register (Zefix) for company se…
33309
dgtalquantumleap-ai
Reddit and Nairaland keyword monitoring with AI reply drafts.
N/A N/A 83
33310
groupdocs-comparison
MCP server for GroupDocs.Comparison — compare documents and inspect source info…
N/A N/A
33311
yoy123
Automatically starts a repo-aware MCP server for the current workspace, finds a…
33312
jamesfiltness
An MCP server for forward geocoding via the Nominatim API (OpenStreetMap) with …
33313
calltelemetry
MCP server for Cisco CUCM operational debugging — 61 tools covering logs, devic…
33314
nodejsmcp Claim 1
A Forgejo MCP Server
N/A N/A 76
33315
Fashad-Ahmed
Security-first MCP server for PostgreSQL, SQLite, MySQL, DuckDB with SQL inject…
N/A N/A
33316
fernikolic
clawdentials Claim
Trust layer for AI agent commerce — escrow-protected payments, verifiable reput…
81
33317
terros-inc
Enables interaction with the Terros platform's User API to manage and retrieve …
81
33318
dsgarage
MaxRefMCP Claim
Provides Japanese-optimized reference, design consultation, and learning suppor…
N/A N/A
33319
algo-wallet
x402mcp Claim
81
33320
Purv123
A specialized monitoring solution that enables users to create and manage synth…
N/A N/A 95
33321
upriver-ai
upriver Claim
Know what's gaining traction online: breakout topics in tech, sports & politics…
33322
damassi
A Model Context Protocol server that provides Artsy partner analytics tools for…
N/A N/A 95
33323
Stelath
Enables Claude to create mathematical animation videos using Manim, allowing vi…
N/A N/A 95
33324
Humotica
MCP server for AI-to-AI messaging on the AInternet with TIBET provenance. Enabl…
33325
maxkle1nz
m1nd Claim
m1nd is a local MCP runtime that gives coding agents graph-native memory of a c…
N/A N/A
33326
ytthuan
Enables AI agents to interact with PowerPoint presentations through natural lan…
N/A N/A
33327
sofianbettayeb
Enables AI assistants to monitor and analyze a brand's visibility across ChatGP…
N/A N/A
33328
stillmarcus24
Enables submitting claims and receiving Ed25519-signed, hash-chained verdicts r…
33329
sachitrafa
YourMemory Claim
Persistent memory for AI agents. Memories decay with time and strengthen on rec…
N/A N/A 81
33330
tak-uukti
Enables AI agents to control Linux/X11 desktops by providing tools for taking s…
N/A N/A
33331
aliasunder
Vault Cortex Claim
Standalone MCP server for Obsidian vaults — hybrid search, memory, tasks, 26 to…
N/A N/A
33332
mybuddymichael
anki-mcp Claim
Enables LLMs to interact with Anki flashcard collections, including deck manage…
N/A N/A
33333
studio2c
# Scrivibe — AI eBook Generator Generate complete, professional multi-chapter …
81
33334
thinkthinking
Provides prompt management, resource management, and tool call capabilities (co…
N/A N/A
33335
midsane
Provides file system operations (list, read, write, search) via MCP, enabling a…
N/A N/A
33336
jvanmelckebeke
mcp-synaptic Claim
A memory-enhanced MCP server with RAG database and expiring memory capabilities…
33337
wysh3
Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
N/A N/A 95
33338
fipex-labs
fipeX MCP Claim
Brazilian FIPE vehicle reference prices: search, current price, history and com…
33339
OutlitAI
Outlit Claim
Outlit gives agents real-time understanding of customers to automate support an…
33340
joshmsimpson
Enables reading, writing, and removing metadata from over 150 file formats usin…
N/A N/A
33341
runapi-ai
Enables interaction with ElevenLabs AI models (audio isolation, speech-to-text,…
33342
cyntrica
Gov Data MCP Claim
MCP server with 562 tools accessing 114 government data APIs covering economic,…
33343
jeisenberg
Generate your brand in-agent, then keep tokens, components, and copy on-brand o…
N/A N/A
33344
drolosoft
go-docs-mcp Claim
Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT…
N/A N/A
33345
GarethWright
A comprehensive MCP server for the Pipedrive CRM API, enabling AI assistants to…
33346
Knuckles-Team
MCP server that enables audio transcription from files (wav, mp4, mp3, flac) or…
33347
Severin2k
Blumen Komander München - Erster Florist mit MCP. Suchen, prüfen, bestellen. Li…
33348 N/A N/A 95
33349
rani700
CareerPilot Claim
An AI job-hunt copilot that enables searching live job boards, shortlisting ope…
33350
CSOAI-ORG
pomodoro-ai-mcp MCP server by MEOK AI Labs
N/A N/A
Showing 33301–33350 of 64728 servers
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