MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33805
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10401
Samicostox
Generate and manage diagrams (class, ER, sequence, architecture) directly from …
C 65 6⁄6 ◉ ⏳ 86 71 0 51 81 100
10402
AnGrY-Althaf
Provides access to over 40 industry-standard penetration testing tools, includi…
C 65 5⁄4 ◉ ⏳ 78 33 N/A 28 90 85
10403
fegizii
Enables access to the Semantic Scholar Academic Graph API for searching and ret…
C 65 5⁄5 ◉ ⏳ 62 43 — 44 82 93
10404
rigzindorje
An auto-generated Model Context Protocol Server that enables interaction with G…
C 65 5⁄4 ◉ ⏳ 60 50 N/A 21 95 93
10405
hollanddd
Enables AI agents to access comprehensive Pokémon data through PokeAPI, includi…
C 65 5⁄5 ◉ ⏳ 54 62 — 23 81 100
10406
iamnotyk
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 65 5⁄4 ◉ ⏳ 66 60 N/A 30 95 65
10407
LordMendes
lgpd-mcp ⚡ Claim 2
MCP Server para conformidade LGPD. Ferramentas de bases legais, consentimento, …
C 65 5⁄5 ◉ ⏳ 60 82 N/A 39 95 37
10408
xiruatms
A lab demonstrating how to deploy a Model Context Protocol (MCP) server and int…
C 65 5⁄5 ◉ ⏳ 48 55 — 41 81 100
10409
kiseki-technologies
A Model Context Protocol Server that enables language models to access and mani…
C 65 5⁄5 ◉ ⏳ 53 66 — 24 82 93
10410
Nawaf-TBE
MCP Server ⚡ Claim
A Node.js/TypeScript server implementing the Model Context Protocol that provid…
C 65 5⁄5 ◉ ⏳ 72 41 — 26 81 99
10411
yjqian19
Enables extraction of EXIF metadata from JPG and PNG images using publicly acce…
C 65 5⁄5 ◉ ⏳ 60 61 — 26 81 90
10412
IKoreyoshiI
NetBrain MCP Claim
An open-source network operations integration platform that connects large lang…
C 65 5⁄5 ◉ ⏳ 66 53 — 28 77 96
10413
soumyadeep-ux
GSC MCP Server ⚡ Claim
Enables interaction with Google Search Console to query search analytics, inspe…
C 65 6⁄6 ◉ ⏳ 88 72 0 51 81 99
10414
knishioka
Cost Management MCP ⚡ Claim 1
An MCP server for unified cost tracking and analysis across AWS, OpenAI, and An…
C 65 5⁄5 ◉ ⏳ 85 57 — 60 81 36
10415
commercetools
An MCP server that enables AI agents to interact with the commercetools Composa…
C 65 5⁄5 ◉ ⏳ 75 40 — 66 82 62
10416
guanshilong
Extracts title, author, and content (in Markdown format) from WeChat official a…
C 65 5⁄5 ◉ ⏳ 72 53 — 19 81 90
10417
jojodiaz
Test MCP Server Claim 1
A basic MCP server implementation for testing purposes. Communicates via stdio …
C 65 5⁄4 ◉ ⏳ 68 51 N/A 24 84 87
10418
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
10419
mfteloglu
Spotify MCP Server ⚡ Claim
Enables control of Spotify playback and management of liked songs through natur…
C 65 5⁄4 ◉ ⏳ 60 35 N/A 41 90 100
10420
hiono
MCP-CMake ⚡ Claim
A Gradio-based MCP server for comprehensive CMake project management that enabl…
C 65 5⁄5 ◉ ⏳ 62 56 — 35 81 88
10421
nxGnosis
Provides tools to fetch up-to-date visa and immigration information for various…
C 65 5⁄5 ◉ ⏳ 60 100 — 28 81 39
10422
mashhurs
A Model Context Protocol server that provides comprehensive tools for monitorin…
C 65 5⁄5 ◉ ⏳ 63 56 — 16 81 100
10423
Python51888
PySqlitMCP ⚡ Claim
Enables comprehensive SQLite database management through natural language inclu…
C 65 5⁄4 ◉ ⏳ 62 22 N/A 60 95 89
10424
JonoCX
Strava MCP ⚡ Claim
A Claude MCP server that lets users query and analyze their Strava activity dat…
C 65 5⁄4 ◉ ⏳ 60 38 N/A 39 95 90
10425
NautilusOSS
Tinyman MCP Server ⚡ Claim 2
An MCP server that enables interaction with the Tinyman AMM DEX on the Algorand…
C 65 5⁄5 ◉ ⏳ 45 56 — 53 82 95
10426
anhhung04
Enables AI assistants to perform detailed DNS reconnaissance through natural la…
C 65 5⁄5 ◉ ⏳ 68 43 — 25 81 99
10427
jezweb
Enables AI assistants to search, validate, and retrieve Australian postcode and…
C 65 5⁄5 ◉ ⏳ 78 35 — 22 84 98
10428
itsPatH
A simple educational MCP server implemented in Node.js that allows users to fet…
C 65 5⁄5 ◉ ⏳ 60 50 — 38 81 93
10429
albertlab0
ghidraMCP ⚡ Claim
An Model Context Protocol server that enables LLMs to autonomously reverse engi…
C 65 5⁄4 ◉ ⏳ 66 31 N/A 46 90 92
10430
aldrin-labs
Metal MCP Server ⚡ Claim 1
Enables interaction with the Metal Framework by providing documentation search …
C 65 5⁄5 ◉ ⏳ 78 53 — 13 80 89
10431
mogharsallah
texterify-mcp ⚡ Claim 1
An MCP server that provides LLM agents with full access to the Texterify transl…
C 65 5⁄5 ◉ ⏳ 51 43 — 68 81 92
10432
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
10433
shengshengshengbuxi
MySQL MCP Server ⚡ Claim
Enables interaction with MySQL databases through the Model Context Protocol, al…
C 65 5⁄5 ◉ ⏳ 60 68 — 31 76 85
10434
mrosata
Provides read/write access to any FHIR-compliant healthcare API with built-in v…
C 65 5⁄5 ◉ ⏳ 80 38 — 27 81 89
10435
kpetrovsky
Enables Claude to search and analyze Obsidian vault content using ripgrep with …
C 65 5⁄4 ◉ ⏳ 60 38 N/A 45 95 86
10436
perplexityai
Provides AI assistants with real-time web search, reasoning, and research capab…
C 65 6⁄6 ◉ ⏳ 78 77 0 64 82 91
10437
KevoDB
KevoDB MCP Server ⚡ Claim
Implements a Multimodal Communication Protocol server for KevoDB, allowing AI a…
C 65 5⁄5 ◉ ⏳ 66 37 — 40 81 99
10438
kukapay
Providing cryptocurrency project data from Mobula.io to AI agents.
C 65 5⁄5 ◉ ⏳ 72 30 — 39 82 98
10439
igs-pochenkuo
A template for building tools based on the Model Control Protocol (MCP) framewo…
C 65 5⁄4 ◉ ⏳ 72 36 N/A 26 95 90
10440
MattiooFR
Majestic MCP Server ⚡ Claim 1
An MCP server that provides access to the Majestic SEO API, allowing users to r…
C 65 5⁄5 ◉ ⏳ 57 65 — 27 80 91
10441
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
10442
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
10443
RenzoReccio
A demonstration implementation of Model Context Protocol (MCP) using NestJS fra…
C 65 5⁄5 ◉ ⏳ 80 52 — 21 81 80
10444
EricGrill
Provides access to 7 free government and open data APIs including NOAA weather,…
C 65 5⁄5 ◉ ⏳ 80 40 — 32 82 84
10445
yusuferenkt
A JSON-based database MCP server with JWT authentication that enables user mana…
C 65 5⁄5 ◉ ⏳ 72 75 N/A 23 95 45
10446
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
10447
Comzee
A comprehensive MCP server that provides Claude AI with full access to YouTube …
C 65 6⁄6 ◉ ⏳ 84 71 0 64 81 91
10448
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
10449
TGM-Ventures
Enables AI agents to interact with BeeBoo's human-in-the-loop infrastructure fo…
C 65 5⁄5 ◉ ⏳ 96 0 — 46 82 100
10450
stucchi
Italy OpenData ⚡ Claim
Italian open data: municipalities, provinces, regions, postal codes, coordinate…
C 65 5⁄4 ◉ ⏳ 66 33 N/A 29 95 99
Showing 10401–10450 of 69093 servers
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