MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11951
nakamura196
Genji MCP Server ⚡ Claim
Provides access to the Genji API for searching and analyzing classical Japanese…
C 62 6⁄6 ◉ ⏳ 84 61 0 44 81 98
11952
jackalterman
Enables AI agents to create end-to-end encrypted, self-destructing notes that c…
C 62 5⁄5 ◉ ⏳ 56 42 — 25 87 93
11953
RyanLisse
Enables efficient vector database operations for embedding storage and similari…
C 62 5⁄5 ◉ ⏳ 66 60 — 22 81 68
11954
appieschot
An MCP server that delivers jokes on request, allowing Microsoft Copilot Studio…
C 62 5⁄5 ◉ ⏳ 33 55 — 46 83 100
11955
imatza-rh
mcp-zuul ⚡ Claim 1
Zuul CI integration with 14 tools for build failure analysis, log search, pipel…
C 62 5⁄5 ◉ ⏳ 76 0 — 85 69 94
11956
danix800
Hello ⚡ Claim
Send a friendly greeting to anyone. Personalize quick intros and acknowledgment…
C 62 5⁄4 ◉ ⏳ 42 50 N/A 17 95 100
11957
ChenReuven
A foundation for creating custom Model Context Protocol servers that can integr…
C 62 5⁄5 ◉ ⏳ 70 82 N/A 25 94 22
11958
odagora
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 62 5⁄5 ◉ ⏳ 48 70 — 24 81 82
11959
ampcome-mcps
Gmail MCP Server ⚡ Claim
Enables AI assistants to interact with Gmail accounts for searching, reading, s…
C 62 5⁄5 ◉ ⏳ 60 46 — 24 80 94
11960
kukapay
blockbeats-mcp ⚡ Claim 1
An MCP server that delivers blockchain news and in-depth articles from BlockBea…
C 62 5⁄5 ◉ ⏳ 57 31 — 43 83 97
11961
alex-rimerman
Enables users to query MLB Statcast, FanGraphs, and Baseball Reference data usi…
C 62 5⁄5 ◉ ⏳ 72 31 — 28 82 91
11962
nstebbins
mcp-manager Claim
CLI tool for managing Model Context Protocol (MCP) servers in one place & using…
C 62 5⁄4 ◉ ⏳ 54 62 N/A 64 95 35
11963
wmoto-ai
MCP Outlook Tools ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to interact with Mic…
C 62 5⁄4 ◉ ⏳ 45 43 N/A 45 95 84
11964
horw
esp-mcp ⚡ Claim
Workflow for fixing build issues in ESP32 series chips using ESP-IDF.
C 62 5⁄4 ◉ ⏳ 60 22 N/A 39 95 91
11965
emingenc
Enables control of MentraOS smart glasses through tools for managing text displ…
C 62 6⁄6 ◉ ⏳ 84 68 0 32 81 99
11966
shooooori0128
A serverless MCP implementation on Cloudflare Workers that allows connecting AI…
C 62 5⁄5 ◉ ⏳ 48 68 — 21 81 84
11967
hithereiamaliff
Enables comprehensive management of Ghost CMS instances through the Admin API, …
C 62 6⁄6 ◉ ⏳ 90 67 0 50 81 78
11968
Nikhil-Kandekar
Enables automated GitHub login through browser automation using Playwright. Pro…
C 62 5⁄4 ◉ ⏳ 54 36 N/A 26 95 97
11969
dkabx
MySQL MCP Server ⚡ Claim
Enables AI assistants to interact with MySQL databases by executing SQL queries…
C 62 5⁄5 ◉ ⏳ 78 28 — 21 76 99
11970
clicks-protocol
mcp-server Claim
Autonomous USDC yield for AI agents on Base. 9 tools: register agents, split pa…
C 62 5⁄5 ◉ ⏳ 96 0 — 54 61 100
11971
chakri01
Enables semantic search and conversational querying across a personal research …
C 62 5⁄5 ◉ ⏳ 76 28 — 21 80 99
11972
ygboy1986
Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced …
C 62 5⁄4 ◉ ⏳ 54 35 N/A 41 95 82
11973
helenkwok
Fragment MCP Server ⚡ Claim 1
A Model Context Protocol server that enables working with Building Information …
C 62 5⁄5 ◉ ⏳ 47 52 — 46 81 88
11974
jpbester
payfast ⚡ Claim 2
MCP server for PayFast — AI assistants interact with South Africa's payment gat…
C 62 6⁄4 ◉ ⏳ 57 72 0 54 94 100
11975
rog0x
mcp-regex-tools ⚡ Claim
Provides a suite of regex and text processing tools for AI agents, including pa…
C 62 5⁄4 ◉ ⏳ 72 0 N/A 53 91 98
11976
shivamxtech
Kafka MCP Server ⚡ Claim
Enables AI agents to interact with Apache Kafka through natural language, suppo…
C 62 5⁄5 ◉ ⏳ 58 28 — 47 80 99
11977
arjunkmrm
Provide real-time transportation data including bus arrivals, train service ale…
C 62 6⁄6 ◉ ⏳ 90 65 0 26 81 100
11978
haneefdm
A sample MCP server implementation in TypeScript that demonstrates tool creatio…
C 62 5⁄4 ◉ ⏳ 54 55 N/A 25 95 74
11979
egawata
Generates creative illustration prompts featuring characters from the Love Live…
C 62 5⁄5 ◉ ⏳ 46 60 — 32 80 88
11980
antoinedelorme
kweenkl-mcp ⚡ Claim
Push notifications for AI agents - send instant iPhone notifications from any M…
C 62 6⁄6 ◉ ⏳ 78 66 0 55 81 92
11981
aserranoni
Org-roam MCP Server ⚡ Claim 1
Enables interaction with org-roam knowledge bases, allowing search, retrieval, …
C 62 6⁄4 ◉ ⏳ 94 56 0 31 90 94
11982
kkamalvanshi
Enables analysis of prospective tenant inquiries and market rent comparisons th…
C 62 5⁄4 ◉ ⏳ 60 31 N/A 27 95 95
11983
mkXultra
ai-cli-mcp ⚡ Claim 1
Enables running multiple AI CLI tools (Claude, Codex, Gemini, Forge, OpenCode) …
C 62 6⁄4 ◉ ⏳ 81 32 0 85 90 97
11984
onsecurity
OnSecurity MCP Server
C 62 6⁄6 ◉ ⏳ 88 67 0 44 81 90
11985
classhopperapp
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
C 62 5⁄5 ◉ ⏳ 48 68 — 24 84 80
11986
mirecekd
Bakaláři MCP Server ⚡ Claim 2
An MCP server for the Bakaláři v3 API that provides access to the popular Czech…
C 62 5⁄5 ◉ ⏳ 51 43 — 48 80 89
11987
wiseman
OSM PostgreSQL Server ⚡ Claim 1
Provides OpenStreetMap integration for MCP, allowing users to query and visuali…
C 62 5⁄5 ◉ ⏳ 78 31 — 29 76 90
11988
jlgrimes
A Model Context Protocol server that allows Claude to search and display Pokemo…
C 62 5⁄5 ◉ ⏳ 53 100 — 27 80 37
11989
fean-developer
Enables LLMs and agents to interact with relational databases (SQL Server, MySQ…
C 62 5⁄5 ◉ ⏳ 66 33 — 41 80 87
11990
cremich
Allows AI assistants to access prompts from promptz.dev API without copy-pastin…
C 62 6⁄6 ◉ ⏳ 86 66 0 47 78 94
11991
sysu-aicpm
Enables AI models to control and query smart home devices (air conditioners, li…
C 62 5⁄5 ◉ ⏳ 60 68 — 32 81 58
11992
achsaf6
mcp-quickstart ⚡ Claim
quickstart for mcp deployment
C 62 5⁄5 ◉ ⏳ 48 100 N/A 32 83 37
11993
nananaman
DuckDB-RAG-MCP-Sample ⚡ Claim 1
An MCP server that enables RAG (Retrieval-Augmented Generation) on markdown doc…
C 62 5⁄5 ◉ ⏳ 39 56 — 39 81 96
11994
larryfang
A full-stack SMS assistant that integrates MessageMedia SMS API with OpenAI's G…
C 62 5⁄5 ◉ ⏳ 54 62 — 19 77 92
11995
block-town
MCP Gateway ⚡ Claim
Reduces LLM context window overhead by proxying multiple MCP servers through a …
C 62 5⁄5 ◉ ⏳ 72 36 — 34 80 81
11996
assif83
A template for deploying an unauthenticated Model Context Protocol server on Cl…
C 62 5⁄5 ◉ ⏳ 48 70 — 24 81 78
11997
ggumgil
Enables access to Korean public data services through OpenAPI integration. Supp…
C 62 5⁄4 ◉ ⏳ 68 41 N/A 24 95 73
11998
frankausberlin
AdminMCP Claim
Provides LLMs with administrative capabilities to execute shell commands on loc…
C 62 5⁄4 ◉ ⏳ 62 26 N/A 27 95 98
11999
FelipeAdachi
Enables AI agents to search the USDA's FoodData Central database and retrieve d…
C 62 5⁄5 ◉ ⏳ 60 32 — 40 82 94
12000
smallwhitelz
Weather MCP Server ⚡ Claim 1
An MCP server integrated with the QWeather API that provides real-time weather …
C 62 5⁄4 ◉ ⏳ 41 62 N/A 27 94 83
Showing 11951–12000 of 69111 servers
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