MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5801
hrmeetsingh
Enables automation of browser tasks using Playwright by interacting via Claude …
B 73 5⁄5 ◉ ⏳ 90 82 N/A 40 95 40
5802
OleBo
Weather MCP Server ⚡ Claim
Provides weather information and alerts from the National Weather Service, incl…
B 73 5⁄5 ◉ ⏳ 60 82 — 39 81 98
5803
NehoraiHadad
Enables AI assistants to create, edit, and manage Telegraph pages programmatica…
B 73 5⁄5 ◉ ⏳ 94 82 — 51 81 44
5804
navisbio
Provides AI assistants with direct query access to the AACT (Aggregate Analysis…
B 73 5⁄5 ◉ ⏳ 60 60 — 67 81 99
5805
elchika-inc
Enables AI assistants to fetch comprehensive information about vcpkg C++ packag…
B 73 5⁄5 ◉ ⏳ 90 62 — 26 80 92
5806
arlexperalta
Provides real-time Venezuelan economic data, including official and parallel ex…
B 73 5⁄5 ◉ ⏳ 84 73 — 24 80 92
5807
shck-dev
notion-mcp ⚡ Claim
A Notion MCP server that enables searching, exporting, and importing pages as m…
B 73 5⁄4 ◉ ⏳ 90 40 — 47 81 99
5808
HeatherFlux
A TypeScript-based MCP server that enables users to manage text notes with feat…
B 72 5⁄4 ◉ ⏳ 78 68 N/A 17 90 92
5809
GetPercept
Give your AI agent ears — ambient voice intelligence with 8 MCP tools for Claud…
B 72 5⁄4 ◉ ⏳ 84 38 N/A 55 90 92
5810
suckerfish
Enables fetching, searching, and analyzing YouTube video transcripts in multipl…
B 72 5⁄5 ◉ ⏳ 88 58 — 27 81 94
5811
pepuscz
Typefully MCP Server ⚡ Claim 2
A Model Context Protocol server that enables AI assistants to create and manage…
B 72 5⁄5 ◉ ⏳ 71 68 — 40 82 92
5812
scald
A Model Context Protocol server that connects to the Tesla Fleet API, allowing …
B 72 5⁄5 ◉ ⏳ 81 67 — 53 74 80
5813
unlikefraction
Directory rating websites on AI-agent-friendliness. Search, lookup, and submit.
B 72 6⁄6 ◉ ⏳ 60 86 82 21 77 91
5814
Cheffromspace
mcp-nextcloud-calendar
B 72 5⁄5 ◉ ⏳ 78 72 — 51 80 74
5815
akki91
Ankr API MCP Server ⚡ Claim 1
An MCP server that fetches on-chain blockchain data via the Ankr API, allowing …
B 72 5⁄5 ◉ ⏳ 65 72 — 33 81 100
5816
shibuiwilliam
Zenn MCP Server ⚡ Claim 2
An unofficial Model Context Protocol server for Zenn that enables fetching arti…
B 72 5⁄5 ◉ ⏳ 72 100 N/A 41 94 39
5817
bharath-krishna
mcp-test ⚡ Claim
A simple MCP server with an echo tool for testing purposes
B 72 5⁄5 ◉ ⏳ 74 100 N/A 29 95 45
5818
RadiumGu
AWS FIS MCP Server ⚡ Claim 1
Enables interaction with AWS Fault Injection Service to create, manage, and exe…
B 72 5⁄5 ◉ ⏳ 54 82 — 42 82 98
5819
1RB
mongo-mcp ⚡ Claim 2
MCP server that provide tools to LLMs such as claude in cursor to interact with…
B 72 5⁄5 ◉ ⏳ 90 65 N/A 19 80 91
5820
adamsmaka
Flutter MCP ⚡ Claim
A real-time server that provides Flutter/Dart documentation and pub.dev package…
B 72 5⁄4 ◉ ⏳ 78 38 N/A 67 95 83
5821
sbfulfil
Provides access to PostgreSQL database schemas and metadata, allowing MCP-compa…
B 72 5⁄4 ◉ ⏳ 78 56 N/A 19 95 99
5822
axelterrier
Plex Assistant MCP ⚡ Claim
Enables users to manage and control their Plex media library through natural la…
B 72 5⁄5 ◉ ⏳ 78 66 — 21 81 100
5823
thesammykins
notify_me_mcp ⚡ Claim
Enables sending rich notifications to Discord and/or Slack webhooks with automa…
B 72 5⁄5 ◉ ⏳ 66 82 — 41 81 82
5824
khandrew1
Usher MCP Claim
Enables users to search and view detailed movie information from TMDB, includin…
B 72 5⁄5 ◉ ⏳ 74 62 — 35 80 100
5825
JackHP
Enables fetching transcripts from YouTube videos by searching for videos based …
B 72 5⁄4 ◉ ⏳ 90 36 N/A 43 95 90
5826
lockon-n
PDF Tools MCP Server ⚡ Claim 1
A comprehensive tool server for reading, merging, and extracting content from P…
B 72 5⁄5 ◉ ⏳ 60 82 — 41 81 91
5827
K02D
Enables comprehensive analysis of CSV files and SQLite databases through tools …
B 72 5⁄5 ◉ ⏳ 60 82 N/A 22 95 90
5828
quanticsoul4772
Grafana MCP Server ⚡ Claim
Enables AI-powered integration with Grafana instances through 52 MCP tools for …
B 72 5⁄5 ◉ ⏳ 96 43 — 38 81 93
5829
guangxiangdebizi
XLSX Reader MCP ⚡ Claim 1
A Model Context Protocol server that enables reading and analyzing Excel docume…
B 72 5⁄5 ◉ ⏳ 81 100 — 33 81 46
5830
sanzco
Exposes Kubernetes cluster state with specialized telecom awareness of 5G Core …
B 72 5⁄5 ◉ ⏳ 86 65 — 25 80 91
5831
hetaoBackend
mcp-github-trending ⚡ Claim 3
A MCP server that provides access to GitHub trending repositories and developer…
B 72 5⁄5 ◉ ⏳ 75 100 — 45 83 41
5832
eternnoir
AI Studio MCP Server ⚡ Claim 1
A Model Context Protocol server that connects to Google AI Studio/Gemini API, e…
B 72 5⁄5 ◉ ⏳ 81 68 — 27 81 91
5833
ericbrown
project-context-mcp ⚡ Claim 1
Exposes `.context/` folder files as MCP resources, giving Claude Code instant a…
B 72 5⁄4 ◉ ⏳ 64 38 N/A 71 92 100
5834
tietiezhi-1216
A Bun-based MCP server designed for processing and segmenting long-form novel t…
B 72 4⁄4 ◉ ⏳ 60 N/A N/A 32 95 95
5835
betancur
Keynote-MCP Claim 1
A Model Context Protocol server that enables AI assistants to control Keynote p…
B 72 5⁄4 ◉ ⏳ 75 53 N/A 41 95 92
5836
QuentinCody
Enables querying the Drug Gene Interaction Database (DGIdb) through natural lan…
B 72 5⁄5 ◉ ⏳ 78 71 — 35 80 83
5837
sammcj
Bybit MCP Server ⚡ Claim 3
A Model Context Protocol server that provides read-only access to Bybit's crypt…
B 72 5⁄5 ◉ ⏳ 77 100 — 50 80 39
5838
diegofornalha
Docker MCP ⚡ Claim
Enables Docker container management directly through Claude using the Model Con…
B 72 5⁄5 ◉ ⏳ 90 58 — 23 81 94
5839
lumalabs
Luma API MCP ⚡ Claim
Enables image and video generation using Luma's API, supporting multiple models…
B 72 5⁄5 ◉ ⏳ 80 60 — 42 80 90
5840
acidsolution
Schwab MCP Server ⚡ Claim 1
A read-only MCP server that provides access to Charles Schwab account data and …
B 72 5⁄5 ◉ ⏳ 84 68 — 21 80 95
5841
Atakan-Emre
Enables LLM clients to generate standardized test cases, perform quality contro…
B 72 5⁄5 ◉ ⏳ 72 51 — 76 83 81
5842
appreply-co
mcp-appstore ⚡ Claim 1
This is an MCP server that provides tools to LLMs for searching and analyzing a…
B 72 5⁄5 ◉ ⏳ 100 82 N/A 51 81 29
5843
markswendsen-code
gmail ⚡ Claim 1
Gmail MCP server — send, read, and search email. By Strider Labs.
B 72 5⁄4 ◉ ⏳ 78 66 N/A 32 74 100
5844
Jacky1-Jiang
A Python-based server that interacts with EPICS process variables, allowing use…
B 72 5⁄4 ◉ ⏳ 72 55 N/A 36 90 100
5845
gumluke
Songsterr MCP ⚡ Claim
Enables users to search for guitar, bass, and drum tabs on Songsterr by song ti…
B 72 5⁄4 ◉ ⏳ 62 71 N/A 27 94 95
5846
Siddhant-K-code
Enables AI-powered creation, configuration, and management of DevContainer envi…
B 72 5⁄4 ◉ ⏳ 78 50 N/A 39 95 89
5847
hemanth
Paws-on-MCP Claim
A comprehensive Model Context Protocol (MCP) server implementing the latest MCP…
B 72 5⁄5 ◉ ⏳ 96 43 — 27 80 100
5848
ssdavidai
Enables AI agents to store and retrieve memories with user-specific context usi…
B 72 5⁄5 ◉ ⏳ 78 71 — 24 81 91
5849
Meerkats-Ai
Hunter.io MCP Server ⚡ Claim 1
An MCP server that integrates with Hunter.io API to find and verify email addre…
B 72 5⁄5 ◉ ⏳ 77 68 — 23 82 98
5850
PaulieB14
predictfun-mcp ⚡ Claim
MCP (Model Context Protocol) server that gives AI agents structured access to P…
B 72 5⁄5 ◉ ⏳ 60 66 — 56 81 99
Showing 5801–5850 of 69027 servers
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