MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33805
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10301
prestonfong
A TypeScript server that provides web search and content fetching capabilities …
C 65 5⁄5 ◉ ⏳ 86 35 — 23 81 90
10302
Simon006
Enables AI models to interact with Confluence knowledge bases by searching, rea…
C 65 5⁄5 ◉ ⏳ 72 41 — 25 81 99
10303
highlight-ing
YouTube Integration ⚡ Claim 1
Enables extraction of transcript text from YouTube videos by providing the vide…
C 65 5⁄5 ◉ ⏳ 68 57 — 15 81 94
10304
derekalia
fal ⚡ Claim 1
MCP server for interacting with fal.ai models and services. Uses the latest str…
C 65 5⁄5 ◉ ⏳ 63 43 — 41 81 94
10305
captainChaozi
Search Intent MCP ⚡ Claim
An MCP-based service that analyzes user search keywords to determine their inte…
C 65 5⁄5 ◉ ⏳ 48 72 — 25 80 96
10306
emeryray2002
Provides comprehensive security analysis tools for querying the VirusTotal API,…
C 65 5⁄5 ◉ ⏳ 60 47 — 37 82 96
10307
0x-Professor
CTFtime MCP Server ⚡ Claim
Provides programmatic access to CTFtime.org data for retrieving information abo…
C 65 5⁄5 ◉ ⏳ 72 35 — 29 81 100
10308
sandraschi
Provides comprehensive monitoring and observability for MCP server ecosystems w…
C 65 5⁄5 ◉ ⏳ 60 62 — 26 81 87
10309
trevorwelch
Provides access to Fathom meeting recordings, enabling users to list meetings w…
C 65 5⁄5 ◉ ⏳ 68 42 — 30 82 96
10310
sapientpants
DeepSource MCP Server ⚡ Claim 1
A Model Context Protocol server that integrates with DeepSource to provide AI a…
C 65 5⁄5 ◉ ⏳ 81 41 — 79 84 40
10311
ollimenzel
An MCP server that fetches jokes from multiple sources (Chuck Norris, Dad jokes…
C 65 5⁄5 ◉ ⏳ 45 55 — 47 81 100
10312
Xumingmingming
A zero-configuration MCP server enabling AI assistants to interact with Feishu …
C 65 5⁄5 ◉ ⏳ 60 67 — 41 81 68
10313
Yutarop
ros-mcp ⚡ Claim
MCP server that supports ROS2 topics, services, and actions communication, and …
C 65 5⁄4 ◉ ⏳ 66 38 N/A 47 84 89
10314
urjitbhatia
it2mcp ⚡ Claim 1
An MCP server that enables AI assistants to control iTerm2 sessions, windows, t…
C 65 5⁄4 ◉ ⏳ 53 41 N/A 48 92 92
10315
visheshd
docmcp ⚡ Claim
docmcp
C 65 5⁄5 ◉ ⏳ 84 31 — 26 81 91
10316
nxGnosis
Provides tools to fetch up-to-date visa and immigration information for various…
C 65 5⁄5 ◉ ⏳ 60 100 — 28 81 39
10317
le-yo
MCP Weather Server ⚡ Claim
A simple server that implements the Model Context Protocol, allowing AI models …
C 65 5⁄5 ◉ ⏳ 48 66 — 26 81 100
10318
pedrohzwang
An MCP server that enables integration with Google Drive through a service acco…
C 65 5⁄5 ◉ ⏳ 57 62 — 27 80 95
10319
alexandresanlim
Mempool MCP Server ⚡ Claim 1
A Model Context Protocol server that provides real-time Bitcoin blockchain and …
C 65 5⁄5 ◉ ⏳ 45 100 — 41 81 49
10320
alperenkocyigit
Enables searching for upcoming academic conferences and events from WikiCFP by …
C 65 5⁄5 ◉ ⏳ 70 31 — 53 82 91
10321
liveblocks
Create, modify, and delete different aspects of [Liveblocks](https://liveblocks…
C 65 5⁄5 ◉ ⏳ 56 82 — 49 81 49
10322
Cytrogen
A Model Context Protocol (MCP) server that enables AI applications to access an…
C 65 5⁄5 ◉ ⏳ 56 100 N/A 23 95 32
10323
BACH-AI-Tools
Zoopla MCP Server ⚡ Claim
Enables access to UK property listings, price estimates, agent information, and…
C 65 5⁄5 ◉ ⏳ 56 100 — 45 81 35
10324
bradthebeeble
CodeRabbit MCP Server ⚡ Claim 1
Enables LLMs to retrieve, analyze, and programmatically implement CodeRabbit AI…
C 65 6⁄6 ◉ ⏳ 90 73 0 46 80 99
10325
alexandru2882
Enables fetching visible text content and extracting all links from web pages t…
C 65 5⁄5 ◉ ⏳ 66 82 N/A 18 95 45
10326
BACH-AI-Tools
Enables AI agents to access real-time Binance cryptocurrency market data includ…
C 65 5⁄5 ◉ ⏳ 68 82 — 52 81 33
10327
theYahia
superjob-mcp ⚡ Claim 2
MCP server for SuperJob.ru API — vacancy search, employers. Requires API key.
C 65 4⁄4 ◉ ⏳ 45 N/A N/A 58 83 77
10328
xander557
A template for deploying unauthenticated MCP servers on Cloudflare Workers that…
C 65 5⁄4 ◉ ⏳ 48 68 N/A 27 95 82
10329
huseyindol
User Info MCP Server ⚡ Claim 1
An MCP server providing tools for user information management with capabilities…
C 65 5⁄4 ◉ ⏳ 45 55 N/A 25 95 99
10330
BlackSand-Software
HubSpot MCP ⚡ Claim
Provides standardized access to HubSpot CRM API for managing contacts, companie…
C 65 5⁄5 ◉ ⏳ 62 82 — 53 81 42
10331
ImRonAI
Automate cloud browsers to navigate websites, interact with elements, and extra…
C 65 6⁄6 ◉ ⏳ 90 72 0 53 81 93
10332
Ymuberra
Provide localized news content dynamically based on geographic data. Enable age…
C 65 5⁄4 ◉ ⏳ 60 58 N/A 10 89 95
10333
yjqian19
Enables extraction of EXIF metadata from JPG and PNG images using publicly acce…
C 65 5⁄5 ◉ ⏳ 60 61 — 26 81 90
10334
khanhs-234
TOOL4LM ⚡ Claim
A multi-tool MCP server that enhances local LLMs with web search, document read…
C 65 5⁄5 ◉ ⏳ 66 82 — 40 81 47
10335
jasonwilbur
cloud-cost-mcp ⚡ Claim 1
Multi-cloud pricing comparison across AWS, Azure, GCP, and OCI with 2,700+ inst…
C 65 6⁄6 ◉ ⏳ 96 55 0 67 83 90
10336
r3-yamauchi
Enables safe management of MCP server configuration files for AWS Q Developer a…
C 65 5⁄4 ◉ ⏳ 54 72 N/A 41 92 58
10337
hollanddd
Enables AI agents to access comprehensive Pokémon data through PokeAPI, includi…
C 65 5⁄5 ◉ ⏳ 54 62 — 23 81 100
10338
grafana
Grafana UI MCP Server ✓ ⚡ Claim
Provides AI assistants with comprehensive access to Grafana's React component l…
C 65 6⁄6 ◉ ⏳ 90 76 0 59 76 91
10339
cxt9
Neo4j MCP ⚡ Claim 1
Enables LLMs to interact with Neo4j graph databases using natural language to e…
C 65 5⁄5 ◉ ⏳ 66 58 — 24 80 90
10340
Sunwood-ai-labs
This TypeScript-based MCP server enables users to manage and summarize text not…
C 65 5⁄5 ◉ ⏳ 78 67 — 21 80 66
10341
jimfilippou
things-mcp ⚡ Claim 1
A Model Context Protocol (MCP) server that provides seamless integration with t…
C 65 5⁄4 ◉ ⏳ 78 35 N/A 29 95 80
10342
marcoeg
mcp-nvd ⚡ Claim 1
A Model Context Protocol server implementation to query the NIST National Vulne…
C 65 5⁄5 ◉ ⏳ 67 38 — 46 81 92
10343
iamnotyk
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 65 5⁄4 ◉ ⏳ 66 60 N/A 30 95 65
10344
moosin76
Provides tools for AI assistants to explore and interact with MariaDB databases…
C 65 5⁄5 ◉ ⏳ 80 61 — 22 78 71
10345
burnssa
Afterpaths ⚡ Claim
Session memory for AI coding agents. Search past sessions, extract rules, and t…
C 65 5⁄4 ◉ ⏳ 66 52 N/A 31 77 92
10346
commercetools
An MCP server that enables AI agents to interact with the commercetools Composa…
C 65 5⁄5 ◉ ⏳ 75 40 — 66 82 62
10347
hwillGIT
OneNote MCP Server ⚡ Claim 1
An MCP server that enables AI assistants to programmatically browse and interac…
C 65 5⁄5 ◉ ⏳ 75 38 — 21 81 100
10348
IBM
Enables AI agents to integrate with IBM Storage Insights for seamless observabi…
C 65 5⁄5 ◉ ⏳ 66 38 — 49 80 92
10349
SamDreamsMaker
facturx-mcp ⚡ Claim 1
An MCP server for electronic invoicing that enables generating, validating, and…
C 65 5⁄5 ◉ ⏳ 75 82 — 33 81 38
10350
isaacgounton
A Model Context Protocol server that integrates with Brave Search API to provid…
C 65 5⁄5 ◉ ⏳ 57 66 — 23 81 88
Showing 10301–10350 of 69093 servers
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