MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
26720
Scored
1664
Verified
16957
Complete

Last updated 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8201
Kyoungwoong
Discover top contributors by file, branch, or PR area to route reviews and clar…
C 69 54 70 35 N/A 53 95 94
8202
in2out
Mattermost S MCP Claim
Enables sending messages to Mattermost channels through webhooks via MCP protoc…
C 69 55 80 100 N/A 30 95 19
8203 C 69 54 68 50 N/A 22 95 100
8204
p-united
Simple MCP Server Claim
A TypeScript-based MCP server that enables Claude Desktop to perform file opera…
C 69 55 72 100 N/A 40 95 19
8205
ark-forge
arkforge-mcp Claim
Third-party certifying proxy — sign any HTTP call (AI agents, webhooks, microse…
C 69 55 72 42 54 80 96
8206
kevinwatt
Shell-MCP Claim 4
A secure MCP server for executing whitelisted shell commands with resource and …
C 69 55 78 75 N/A 49 91 43
8207
devashish234073
A simple Node.js MCP server that exposes three tools: greet for personalized me…
C 69 54 72 47 N/A 25 95 96
8208
shredEngineer
Archive Agent Claim
Archive Agent is an open-source semantic file tracker with OCR + AI search (RAG…
C 69 55 72 32 69 81 98
8209
ThetaBird
mcp-server-axiom-js Claim 1
An npx-compatible port of @Axiom's mcp-server-axiom
C 69 55 60 70 38 78 95
8210
ParasSolanki
Github MCP Server Claim 1
Provides integration with Github through the Model Context Protocol (MCP), allo…
C 69 55 74 60 29 80 92
8211
yhc984
Talk to Figma MCP Claim
Enables Cursor AI to interact with Figma designs, allowing users to read design…
C 69 55 72 61 20 81 99
8212
hdmt
Enables management of HubSpot marketing emails from Claude Desktop, including l…
C 69 55 86 68 23 81 69
8213
sawa-zen
Sound Effects MCP Claim 1
Plays sound effects (completion, newtype, and error sounds) in response to vari…
C 69 54 72 60 N/A 28 92 85
8214
iramk11
Claude Data Buddy Claim
Enables conversational analysis of CSV and Parquet files through natural langua…
C 69 54 76 52 N/A 19 95 92
8215
Shubby98
email-insights Claim 1
An MCP server that provides structured analytics for email data by extracting s…
C 69 54 65 56 N/A 25 95 94
8216
aliyun
PolarDB-X MCP Server Claim 1
A Model Context Protocol server that enables AI agents to interact with Alibaba…
C 69 55 75 48 52 76 90
8217
infinitepi-io
Bookmark Manager MCP Claim 1
A Model Context Protocol server that provides persistent storage, categorizatio…
C 69 55 61 100 57 81 39
8218
dinwind
Cokodo Agent Claim
Serve .agent/ project context, references, and collaborations to MCP-compatible…
C 69 54 66 40 N/A 50 95 96
8219
vilasone455
API MCP Server Claim
A TypeScript-based MCP server that implements a simple notes system, providing …
C 69 55 82 82 N/A 29 95 37
8220
pmmvr
A server that enables AI agents to perform sophisticated knowledge discovery an…
C 69 54 66 46 N/A 49 90 94
8221
davise070893
A Python-based MCP server that extracts football match data from multiple globa…
C 69 55 80 56 22 82 94
8222
soukadao
Enables the previewing of GitHub Flavored Markdown (GFM) as an MCP application.…
C 69 55 66 61 32 82 100
8223
docherty
A server implementation of the Model Context Protocol (MCP) for managing develo…
C 69 54 78 33 N/A 38 92 99
8224
Koneisto
mcp-weather Claim 1
An MCP server that aggregates data from six weather sources to provide current …
C 69 55 57 62 53 81 93
8225
baadir
searxng-mcp Claim 1
An MCP server that wraps a local SearXNG instance to provide private, customiza…
C 69 54 57 56 N/A 50 92 92
8226
a1official
A comprehensive MCP server providing advanced Redmine project analytics, web au…
C 69 55 78 56 30 81 88
8227
dev-proxy-tools
mcp Claim 1
MCP server for Dev Proxy that enables AI assistants to interact with Dev Proxy.
C 69 54 47 52 N/A 59 95 100
8228
arjunkmrm
Basic MCP Server Claim
A minimal Model Context Protocol server template demonstrating tools, resources…
C 69 55 66 62 30 81 100
8229
hidenorigoto
An MCP server implementation that enables AI assistants to interact with and ma…
C 69 55 63 100 22 81 62
8230
UsamaK98
Python notebook mcp
C 69 54 70 36 N/A 39 95 100
8231
tuskermanshu
Swagger MCP Server Claim 1
A server based on Model Context Protocol that parses Swagger/OpenAPI documents …
C 69 55 72 100 28 81 49
8232
YinshawnRao
hearthstone-decks-mcp Claim 1
A Hearthstone deck parsing server that decodes deck codes into detailed card li…
C 69 55 84 100 40 82 21
8233
gmossy
Enables advanced geospatial analysis including elevation queries, line-of-sight…
C 69 55 66 56 39 81 100
8234
ghubnerr
Notion MCP Server Claim 2
A Model Context Protocol server that provides a standardized interface for AI m…
C 69 55 63 72 39 80 86
8235
maratsal
Enables querying and analyzing Falco security events from Falcosidekick UI thro…
C 69 55 72 71 19 80 88
8236
nasoma
Joomla MCP Server Claim
Joomla MCP Server
C 69 55 76 47 47 81 91
8237
VaishnaviJagan
An MCP server generated from an OpenAPI specification that exposes Petstore API…
C 69 55 79 58 22 77 99
8238
Zenobia000
VibeCoding System Claim
An AI-guided conversation-driven development framework that helps build MVPs an…
C 69 55 72 62 44 81 81
8239
Artin0123
Enables AI assistants to evaluate task complexity, verify package installation …
C 69 54 54 60 N/A 46 95 91
8240
ggiraudon
Enables interaction with MantisBT bug tracking systems through the REST API. Su…
C 69 55 74 60 18 81 99
8241
yone-k
Enables users to manage their Zaim household account data through OAuth 1.0a au…
C 69 55 86 100 39 81 17
8242
MiniMax-AI
Specialized MiniMax Model Context Protocol (MCP) server designed for coding-pla…
C 69 54 70 43 N/A 50 89 93
8243
jcvalerio
MoneyWiz MCP Server Claim 1
A Model Context Protocol server that provides AI assistants like Claude with se…
C 69 54 63 56 N/A 37 95 91
8244
fakepixels
An MCP server that enables LLMs to perform blockchain operations on the Base ne…
C 69 55 69 56 44 81 92
8245
DyxBenjamin
MCP Starter Claim
An agent-ready TypeScript template for building Model Context Protocol (MCP) se…
C 69 54 62 67 N/A 55 92 64
8246
NandiniLReddy
A Model Context Protocol server that enables AI assistants to manage Gmail thro…
C 69 55 51 68 43 81 99
8247
krasun
Notes MCP Claim 1
An MCP server that enables AI assistants like Claude to access and manipulate A…
C 69 54 55 50 N/A 44 95 100
8248
qso-graph
iota-mcp Claim
Islands on the Air MCP server. Group lookup, island search, DXCC mapping, nearb…
C 69 54 70 42 N/A 38 94 98
8249
JaxsonWang
Docs Query MCP Claim
Enables semantic search and retrieval over local Markdown/MDX documentation usi…
C 69 54 60 58 N/A 56 92 78
8250
relayprotocol
Relay MCP Server Claim
Provides cross-chain bridge and swap tools for AI agents using the Relay Protoc…
C 69 55 66 63 36 80 92
Showing 8201–8250 of 33537 servers
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