MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7201
sniper35
Enables management of Verda Cloud GPU instances through Claude, allowing users …
B 71 5⁄5 ◉ ⏳ 60 82 — 24 81 99
7202
SecretiveShell
MCP-wolfram-alpha ⚡ Claim 1
An MCP server for querying wolfram alpha API.
B 71 5⁄5 ◉ ⏳ 73 53 — 48 83 97
7203
OpenTorah-ai
Enables Large Language Models to retrieve Jewish texts and commentaries from th…
B 71 5⁄5 ◉ ⏳ 78 53 — 34 82 98
7204
jackyang25
Provides geolocation services including finding nearby transit stops and retrie…
B 71 5⁄5 ◉ ⏳ 84 61 — 21 81 97
7205
hamid-vakilzadeh
XBRL-US MCP Server ⚡ Claim
Provides secure access to XBRL-US financial data with session-based authenticat…
B 71 5⁄5 ◉ ⏳ 72 71 — 28 81 92
7206
udittripathi
Provides LLMs with safe, read-only access to local codebases for searching, rea…
B 71 5⁄4 ◉ ⏳ 76 50 N/A 32 87 100
7207
standardbeagle
Brummer MCP Server ⚡ Claim
Allows external tools (VSCode, Claude Code, etc.) to access log output and erro…
B 71 5⁄5 ◉ ⏳ 86 41 — 51 81 91
7208
dmegabyte
Enables Claude to read, write, append, and clear data in Google Sheets directly…
B 71 5⁄5 ◉ ⏳ 78 100 — 32 81 46
7209
bmorphism
Facilitates the creation of mathematical diagrams using natural language throug…
B 71 5⁄4 ◉ ⏳ 80 55 N/A 36 90 87
7210
szeider
Consult7 ⚡ Claim
Enables AI agents to analyze large codebases and document collections by consul…
B 71 5⁄5 ◉ ⏳ 90 33 — 68 81 85
7211
zhaojw-php
Enables AI assistants to safely query MySQL databases with read-only access, fe…
B 71 5⁄5 ◉ ⏳ 72 60 — 42 81 96
7212
nanameru
Sora2 MCP Claim 1
Enables programmatic creation, management, and remixing of AI-generated videos …
B 71 5⁄5 ◉ ⏳ 78 68 — 21 80 93
7213
vivashu27
An MCP server for identifying SQL injection vulnerabilities in web applications…
B 71 5⁄5 ◉ ⏳ 63 82 — 27 81 92
7214
PawelWaj
Backstage MCP Server ⚡ Claim 1
Provides comprehensive Backstage framework knowledge and development assistance…
B 71 5⁄5 ◉ ⏳ 84 58 — 23 80 97
7215
wei
Enables AI assistants to search, retrieve, and interact with HackerNews content…
B 71 5⁄5 ◉ ⏳ 78 52 — 46 81 91
7216
johnohhh1
Enables management of operations tasks through Gmail integration. Provides tool…
B 71 5⁄5 ◉ ⏳ 78 65 — 21 81 96
7217
madhukarkumar
Interact with SingleStore databases using a standardized protocol. Execute quer…
B 71 5⁄5 ◉ ⏳ 92 82 N/A 25 88 48
7218
steel-dev
steel-mcp-server ⚡ Claim 1
MCP Server for interacting with a Steel web browser
B 71 5⁄4 ◉ ⏳ 81 40 N/A 40 95 92
7219
narumiruna
Provides comprehensive access to Taiwan's Legislative Yuan data including bills…
B 71 5⁄5 ◉ ⏳ 66 58 — 57 84 89
7220
nahmanmate
PostgreSQL MCP Server ⚡ Claim 1
Facilitates management and optimization of PostgreSQL databases, offering analy…
B 71 5⁄5 ◉ ⏳ 78 100 — 47 81 34
7221
CHIBOLAR
Enables seamless Jira integration through browser-based OAuth authentication, p…
B 71 5⁄5 ◉ ⏳ 72 66 — 26 81 99
7222
ibuildthecloud
Provides an interactive chess game experience through MCP tools with a web-base…
B 71 5⁄4 ◉ ⏳ 66 60 N/A 43 95 86
7223
Nozomuts
Datadog MCP Server ⚡ Claim
Enables interaction with Datadog's monitoring platform to search logs, search t…
B 71 5⁄5 ◉ ⏳ 60 71 — 43 81 96
7224
praveenkumarkunchala2005
Transforms founder profiles from social media into actionable strategic intelli…
B 71 5⁄4 ◉ ⏳ 60 72 N/A 35 90 91
7225
Connectry-io
Free certification prep for the Claude Certified Architect exam. 390 scenario-b…
B 71 5⁄4 ◉ ⏳ 96 0 N/A 71 92 99
7226
struktured-labs
mGBA MCP Server ⚡ Claim
Enables programmatic control of the mGBA emulator for Game Boy, Game Boy Color,…
B 71 5⁄5 ◉ ⏳ 78 91 N/A 30 95 44
7227
rezashahnazar
Integrates Perplexity AI's chat capabilities with real-time web search, enablin…
B 71 5⁄5 ◉ ⏳ 86 100 — 28 81 39
7228
kaiyuanxiaobing
atomgit-mcp-server ⚡ Claim
Official AtomGit server for integration with repository management, PRs, issues…
B 71 5⁄5 ◉ ⏳ 72 63 — 45 80 91
7229
zhigang1992
mcpcute ⚡ Claim
An MCP aggregator that consolidates multiple MCP servers behind a single interf…
B 71 5⁄5 ◉ ⏳ 78 58 — 27 81 100
7230
pujandan
Provides AI assistants with direct access to Laravel documentation, coding rule…
B 71 5⁄4 ◉ ⏳ 66 57 N/A 37 91 100
7231
nkyy
Provides automatic desktop notifications and contextual sounds for Claude Code …
B 71 5⁄5 ◉ ⏳ 90 83 N/A 23 95 40
7232
TheRealDataBoss
vaultit Claim
Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini,…
B 71 5⁄5 ◉ ⏳ 62 63 N/A 52 82 94
7233
schicks
ts-refactor-mcp ⚡ Claim 1
An MCP server that enables AI agents to move TypeScript files and directories w…
B 71 5⁄5 ◉ ⏳ 63 100 N/A 51 95 35
7234
ach968
Finnhub MCP Server ⚡ Claim 2
An MCP server that provides access to financial market data via the Finnhub API…
B 71 5⁄5 ◉ ⏳ 69 72 — 27 82 93
7235
andnp
Enables semantic search over local Markdown documentation using hybrid retrieva…
B 71 5⁄4 ◉ ⏳ 78 33 N/A 65 92 90
7236
YogaSakti
Provides real-time Indonesian stock market (IDX) data including prices, technic…
B 71 5⁄5 ◉ ⏳ 78 100 N/A 32 90 39
7237
lgariv
SSH MCP Server ⚡ Claim
Enables SSH connectivity and remote command execution on servers, allowing user…
B 71 5⁄5 ◉ ⏳ 72 100 — 47 81 44
7238
LostInBrittany
The MCP server provides access to Clever Cloud's documentation, allowing users …
B 71 5⁄4 ◉ ⏳ 72 50 N/A 38 90 100
7239
SlanyCukr
Enables AI agents to generate and manage specialized bug bounty hunting workflo…
B 71 5⁄5 ◉ ⏳ 90 58 — 29 81 84
7240
maxouverzou
A task management MCP server that provides tools to create, list, complete, and…
B 71 5⁄5 ◉ ⏳ 72 70 — 24 83 95
7241
fovi-llc
A Model Context Protocol server that provides tools for interacting with both R…
B 71 5⁄5 ◉ ⏳ 57 82 — 39 81 90
7242
RWAValueRouter
A Model Context Protocol server that enables AI agents to bridge USDC across mu…
B 70 5⁄4 ◉ ⏳ 63 62 N/A 24 95 98
7243
RaiAnsar
Simplified Gemini for Claude Code.
B 70 5⁄5 ◉ ⏳ 80 41 N/A 42 81 99
7244
THENABILMAN
Enables AI-powered semantic search and question-answering for LiveKit documenta…
B 70 5⁄5 ◉ ⏳ 78 70 — 19 81 90
7245
chromewillow
Grey Hack MCP Server ⚡ Claim 1
A Model Context Protocol server that enhances Grey Hack game development by pro…
B 70 5⁄5 ◉ ⏳ 79 67 — 18 80 91
7246
kennic
Provides AI-powered assistance for iOS developers using FrameLayoutKit, enablin…
B 70 5⁄4 ◉ ⏳ 78 47 N/A 42 90 88
7247
Astoriel
dbt-doctor ⚡ Claim
AI-driven MCP server that audits, profiles, detects schema drift, and auto-gene…
B 70 5⁄4 ◉ ⏳ 76 28 N/A 51 92 100
7248
ndyadav8797-art
Enables GPT Desktop to interact with local file systems and execute shell comma…
B 70 5⁄4 ◉ ⏳ 78 45 N/A 22 95 98
7249
ChanMeng666
A Model Context Protocol server that provides Google Jobs search capabilities t…
B 70 5⁄5 ◉ ⏳ 85 38 — 54 81 88
7250
recursivesquircle
Enables AI agents to manage a file-backed ticketing system directly within a lo…
B 70 5⁄4 ◉ ⏳ 78 57 N/A 30 89 85
Showing 7201–7250 of 69052 servers
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