MCP Server Quality Scores

Independent quality analysis of 61340 public MCP servers

61340
Discovered
30033
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61201
groupdocs-watermark
MCP server for GroupDocs.Watermark — add and search document watermarks via AI …
N/A N/A
61202
erquier
better-mcp Claim
A universal MCP server that provides AI agents with structured tools for filesy…
N/A N/A
61203
Abhishekkumar2021
Notes Claim
Local markdown notes: ranked + semantic search, tags, todos, and a wiki-link kn…
N/A N/A
61204
tomtorggler
Enables AI assistants to interact with the Hevy fitness tracking API for loggin…
61205
robotmcp
A modular MCP server with automatic submodule integration, OAuth 2.1, Supabase …
61206
alaiba
grepsense Claim
Provides two-modal code search (lexical via Zoekt and semantic via ChromaDB emb…
61207
kipmcc
health Claim
Supplement research, biomarker effects, drug interactions, and brand quality da…
61208
esreekarreddy
Enables AI-assisted development by providing a library of 110+ curated prompts,…
61209
bcharleson
Enables querying Google Search Console data, Core Web Vitals, and PageSpeed ins…
61210
fawazbayureksa
A Laravel-based AI-powered chat interface for business management operations, e…
61211
roeybiran
Provides Xcode build, test, and package management operations through the Model…
N/A N/A
61212
hangboss1761
Enables specification-driven development workflows for AI editors by managing s…
N/A N/A
61213
mirasolutions06
Self-hosted football social-media agent that drafts posts, generates assets, an…
N/A N/A
61214
bgpt
BGPT MCP API Claim
Search scientific papers with raw experimental data extracted from full-text st…
N/A N/A 95
61215
clalarco
An MCP server that provides tools to interact with CLI applications, enabling p…
N/A N/A
61216
TerminallyLazy
Enables AI agents to execute terminal commands and Python code on the host syst…
N/A N/A
61217
markobullrush
Enables natural language management of Motion tasks, projects, schedules, and m…
61218
cloudflare
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
81
61219
Keelside
mcp-sap-cpi Claim
Connects Claude to SAP Cloud Platform Integration (CPI) to diagnose failed mess…
61220
nickschuetz
o3de-mcp Claim
Automate Open 3D Engine (O3DE) with AI — an MCP server for editor control, proj…
N/A N/A
61221
ed-lin12
Provides structured competitive intelligence profiles and listing capabilities …
N/A N/A
61222
ebenova
insights Claim
N/A N/A 95
61223
liftkkkk
Enables AI assistants to query, modify, and reason over OWL/TTL/RDF ontology fi…
N/A N/A
61224
znz-systems
mcp-meet Claim 1
One-click Google Meet scheduling and Apple Calendar mirroring with smart availa…
N/A N/A 83
61225
ahmed-coding
Production-grade, autonomous Model Context Protocol (MCP) server that elevates …
N/A N/A
61226
JorgeSintes
puregym-mcp Claim
Enables browsing PureGym centers, discovering classes, and managing bookings in…
61227
arrogant-R
Enables AI assistants to search and access academic papers from Google Scholar …
N/A N/A
61228
jmacd867
Wraps FastContext-1.0 as a repo-exploration subagent for Claude Code, enabling …
N/A N/A
61229
Mavis2103
Provides context-aware skill selection for AI agents, reducing token usage by 8…
61230
pipeworx-io
mcp-rcsb-pdb Claim
Enables querying and retrieving experimental protein structures from the RCSB P…
61231
visioneth
Enables AI agents to read chain data, execute transactions, swap tokens, and ma…
61232
TelcharFromNogrod
keen Claim
AI image upscaling — upscale any image to 2x or 4x resolution with x402 payments
N/A N/A
61233
shawnduggan
garmin-mcp Claim
Enables AI assistants to query live Garmin Connect health and fitness data, inc…
N/A N/A
61234
SaharCarmel
TheAlmanac Claim
Enables programmers to search, download, and access up-to-date API and software…
N/A N/A
61235
AliceLynxx
Provides secure access to local files from specified directories. Enables listi…
N/A N/A
61236
nishant
test1 Claim
N/A N/A 95
61237
gossipauthorxpm
docs-mcp Claim
MCP server for reading and writing .docx files. Exposes four paginated tools so…
N/A N/A
61238
jaye773
A powerful MCP server that provides comprehensive Android device automation cap…
N/A N/A
61239
abekdwight
Provides MCP tools to validate Mermaid diagram syntax, render diagrams to SVG, …
N/A N/A
61240
unluckyknight42
exceltester Claim
N/A N/A 95
61241
joustonhuang
AI-native URL shortener and paste handoff service for agents. Create short link…
61242
kingtousick
Fetches Korean and global financial data (indices, stocks, ETFs, exchange rates…
N/A N/A
61243
garciarsdiego
krwl3r Claim
MCP server for web scraping and browser automation, enabling AI agents to extra…
N/A N/A
61244
Glitchcraft-Inc
Provide comprehensive marketing analytics and AI-powered insights by integratin…
N/A N/A 95
61245
MTG-MCP Claim 1
Comprehensive Magic: The Gathering info with rules, cards, combos, and Commande…
N/A N/A 81
61246
manteclaw
MCP server for Base L2 DeFi operations with 9 monetized endpoints
N/A N/A
61247
Digital-Thought
An MCP server that bridges LLM clients with Atlassian Jira Cloud and Jira Servi…
N/A N/A
61248
AlanOgic
Enables AI assistants to interact with Odoo ERP systems through XML-RPC integra…
81
61249
lokeshpusarla100
Enables job search on LinkedIn through MCP tools, including keyword and locatio…
61250
onmyway133
A Model Context Protocol (MCP) server that provides currency exchange rate conv…
Showing 61201–61250 of 61340 servers