MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31796
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6151
nakamurau1
TTS-MCP Claim 1
A Model Context Protocol server that integrates high-quality text-to-speech cap…
B 72 55 63 68 57 81 93
6152
Algiras
skillz Claim 1
Self-extending MCP server - build and execute custom AI tools at runtime
B 72 54 66 56 N/A 78 82 82
6153
aidancorrell
Spark SQL Claim 1
Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, I…
B 72 54 76 47 N/A 80 67 98
6154
solomonneas
cortex-mcp Claim 1
An MCP server for the Cortex observable analysis and active response engine. It…
B 72 55 63 62 53 82 100
6155
box-community
MCP Server Box Claim
A Python server that enables interaction with Box files and folders through the…
B 72 55 76 41 67 78 100
6156
andreransom58-coder
Enables interaction with Metasploit Framework for authorized security testing, …
B 72 55 78 75 N/A 39 95 60
6157
yunfeizhu
MCP Mail Server Claim 1
A Model Context Protocol server that enables email operations through POP3 and …
B 72 55 75 52 51 81 100
6158
aliargun
Model Context Protocol (MCP) server implementation that enables Claude Desktop …
B 72 55 92 40 58 81 87
6159
nik-sharky
An MCP server that enables web search capabilities by integrating with a SearXN…
B 72 54 73 61 N/A 28 92 95
6160
hmatt1
mcp4mcp Claim
A Meta MCP Server that provides persistent memory and intelligent guidance for …
B 72 55 80 55 50 74 95
6161
will2023a
Slack MCP Server Claim
Enables comprehensive Slack workspace automation and management through the Sla…
B 72 55 72 73 21 81 100
6162
pkt-lab
mcp-svd Claim 2
An MCP server that provides AI coding assistants with access to official ARM CM…
B 72 54 71 58 N/A 30 91 100
6163
apeyroux
MCP XMind Server Claim 2
A Model Context Protocol server that allows intelligent analysis and querying o…
B 72 55 45 100 N/A 54 95 63
6164
tagny
Tagny MCP Server Claim
Enables web browsing capabilities for locally served LLMs through URL text fetc…
B 72 55 82 31 71 81 99
6165
paragdesai1
Implements a Model Context Protocol integration between Cursor AI and Figma, al…
B 72 55 78 56 40 81 98
6166
pvliesdonk
Multi-provider image generation MCP server that enables image generation from C…
B 72 44 57 86 58 96
6167
longmaba
JIRA MCP Server Claim
Enables AI assistants to search, view, create, and update JIRA issues using nat…
B 72 55 86 63 26 81 89
6168
MiguelAlvRed
Store Scraper MCP Claim 1
Enables querying and retrieving data from App Store and Google Play Store, incl…
B 72 55 84 100 35 81 41
6169
Unson-LLC
freee MCP Server Claim
Enables Claude to interact with freee accounting software through OAuth 2.0 aut…
B 72 55 84 63 42 81 83
6170
joelhooks
Logseq MCP Tools Claim 1
A Model Context Protocol server that provides AI assistants with structured acc…
B 72 54 53 71 N/A 45 90 99
6171
martin-1103
GASSAPI MCP Server Claim
Enables AI assistants to manage API endpoints, environments, and testing workfl…
B 72 55 78 63 29 81 97
6172
pgzhang
MCP Google Server Claim 2
A Model Context Protocol server that provides web search capabilities using Goo…
B 72 55 63 68 45 80 100
6173
adamsmaka
Flutter MCP Claim
A real-time server that provides Flutter/Dart documentation and pub.dev package…
B 72 54 78 38 N/A 67 95 83
6174
SAIPRANAY-GANGULA
Provides comprehensive access to Angular documentation with 84 topics across 15…
B 72 55 78 58 38 81 97
6175
sanyambassi
MCP server for Thales CDSP CAKM integration, enabling secure key management, cr…
B 72 55 79 61 41 77 93
6176
Zaroganos
OakVar MCP Server Claim 1
Enables AI assistants to perform genomic variant analysis using OakVar, includi…
B 72 54 78 57 N/A 24 90 100
6177
mypracticaltools
reddit-mcp-server Claim
Reddit MCP Server via Apify
B 72 55 72 100 N/A 55 83 40
6178
jiawang1
A stateless HTTP streaming MCP server built with Express that provides tools to…
B 72 54 78 41 N/A 40 95 98
6179
santis84
MCP RAG Claim
A complete MCP server for Retrieval-Augmented Generation with file management a…
B 72 55 72 56 45 81 100
6180
yzfly
ArXiv Paper MCP Claim 1
Provides paper search, PDF link retrieval, and content parsing for arXiv resear…
B 72 55 80 60 44 82 88
6181
bkalafat
diffpilot Claim 1
MCP server for PR code review, commit messages, changelogs, and secret detectio…
B 72 54 81 53 N/A 27 90 96
6182
JeffChenWH
Enables AI assistants to deploy and manage static websites directly through Edg…
B 72 55 88 58 27 81 92
6183
GetPercept
Give your AI agent ears — ambient voice intelligence with 8 MCP tools for Claud…
B 72 54 84 38 N/A 55 90 92
6184
vyente-ruffin
Enables interaction with Microsoft Planner tasks through natural language using…
B 72 54 84 62 N/A 25 80 99
6185
meharajM
agent-loop-mcp Claim
Agentic memory manager. Install Skill: npx skills add meharajM/agent-loop-mcp
B 72 54 72 58 N/A 37 92 95
6186
geosp
Bible MCP Server Claim
Enables AI assistants to retrieve Bible passages from multiple translations (ES…
B 72 55 76 71 39 81 86
6187
sandriaas
Provides comprehensive access to Google Search Console data with enhanced analy…
B 72 55 88 58 27 81 96
6188
mario-andreschak
A Model Context Protocol server that enables LLMs to interact with a GameBoy em…
B 72 54 59 58 N/A 45 95 100
6189
Stellarhold170NT
Enables AI agents to interact with VnExpress news content through RSS feeds, ad…
B 72 55 82 62 27 82 95
6190
Octember
Provide comprehensive flight and accommodation search capabilities using the Du…
B 72 54 88 66 N/A 27 90 73
6191
nikhgupta
Connects AI clients to MindsDB via the MySQL protocol to execute SQL queries, m…
B 72 55 92 57 27 76 93
6192
masx200
Enables location-based services through AMap/AutoNavi Maps API including geocod…
B 72 55 86 57 55 81 77
6193
fisknils
Spotify API MCP Claim
Enables interaction with Spotify through OAuth 2.0 authentication, supporting s…
B 72 55 78 68 21 81 100
6194
thesammykins
notify_me_mcp Claim
Enables sending rich notifications to Discord and/or Slack webhooks with automa…
B 72 55 66 82 41 81 82
6195
jazib
homebase Claim
School district lookup, PA EIT tax rates, and mortgage affordability calculator
B 72 44 54 N/A N/A 37 95 98
6196
wqhui
Enables AI clients to manage GitLab pipelines through natural language commands…
B 72 55 78 72 21 81 92
6197
indexnetwork
Enables ChatGPT integration with Index Network's discovery protocol through MCP…
B 72 55 78 68 30 81 93
6198
teddylee777
Dify MCP Server Claim 1
A server implementation that enables integration of Dify workflows with Model C…
B 72 55 96 55 20 78 97
6199
jpwebb
A reliable server for extracting text from PDF documents using the poppler-util…
B 72 55 84 83 N/A 45 95 39
6200
hohuuduc
Web Viewer MCP Server Claim 1
Allows AI agents to control and interact with VS Code webviews by providing too…
B 72 54 78 56 N/A 27 90 100
Showing 6151–6200 of 66455 servers
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