MCP Server Quality Scores

Independent quality analysis of 62098 public MCP servers

62098
Discovered
30093
Scored
2112
Verified
16953
Complete

Last updated 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32151
N3N-Seoul
Index your documents in Milvus for fast semantic search. Retrieve the most rele…
N/A N/A 95
32152
LuChangQiu
lrnev Claim
AI-powered project governance engine for collaborative development with MCP ser…
N/A N/A
32153
rapturt9
Enables semantic search and retrieval of AI alignment articles from Alignment F…
N/A N/A
32154
Riku-KANO
An MCP server that provides a guarded interface to the mem9 persistent memory b…
32155
xhrusvin
MCP server that exposes a MongoDB healthcare jobs collection, enabling listing,…
32156
chanrute
Enables uploading files to MinIO (S3 compatible) via MCP tools. Supports Base64…
32157
scoutos
A Deno implementation that enables AI models to interact with Linear issue trac…
81
32158
workspace
Enables AI assistants to interact with the Bybit cryptocurrency exchange via th…
32159
uptimepage
uptimepage Claim
MCP server for Uptimepage uptime monitoring. An LLM client can read your monito…
32160
RobithYusuf
Provides 133 stealth tools for AI agents to bypass Cloudflare, Turnstile, and r…
N/A N/A
32161
pedromcunha
Provides cross-chain bridge and swap tools for AI agents using the Relay Protoc…
81
32162
nicolasramos
odooclaw-mcp Claim
MCP server for Odoo 18 that provides 85 tools for CRUD operations, business act…
32163
kunalkhosla
Enables restaurant discovery and reservations across multiple providers (Resy, …
32164
ain3sh
Enables semantic search across documentation stored in Gemini FileSearchStores,…
N/A N/A
32165
Surya07102000
Enables note management (create, read, update, delete, list) through MCP, with …
32166
hlebtkachenko
moneys3-mcp Claim
MCP server for connecting AI clients to the Money S3 accounting system via Grap…
N/A N/A
32167
adamgusky
mintqa-mcp Claim
MCP server for Mint — AI-powered QA that runs your app in a real browser on eve…
32168
elibarnett
kie-mcp Claim
MCP for kie.ai: 45+ image, 70+ video, 20+ audio models with model intelligence
N/A N/A
32169
nasimcoderex
A configurable MCP server for managing multiple GitHub repositories, branches, …
N/A N/A
32170
napiergit
Enables AI agents to manage Lever.co candidates and job requisitions, and send …
32171
arjunkmrm
World Clock Claim
Get the current time in any timezone. Set a default timezone for fast lookups. …
N/A N/A 95
32172
KarandeepSinghSodhi
Fetches Langfuse observability traces directly into a VS Code coding agent's co…
32173
justpoypoy
mcp-database Claim
MCP server for connecting to databases (PostgreSQL, MySQL, SQL Server, Redis) e…
32174
tamcho113
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
32175
Igniral
Bridges AI agents with Igniral's platform to generate production-ready backends…
32176
comind-pro
comind-mcp Claim
A gateway that connects MCP servers and REST APIs, allowing you to curate tools…
32177
Yarrow-Cai
ProjectDoc Claim
Enables AI editors to collaboratively manage project documentation, including t…
N/A N/A
32178
Yogeshknaik
Provides tools to interact with Jira, including JQL queries, ticket creation, e…
N/A N/A
32179
NicolasET
Connects LLMs to Google PageSpeed Insights to analyze web performance, accessib…
N/A N/A
32180
BjornMelin
Enables autonomous orchestration of vector search, knowledge graph queries, and…
32181
w00dbury
MCP server that provides tools to access Google Maps Environment APIs for air q…
N/A N/A
32182
kholidfathh-commits
Connects TikTok accounts to Claude, enabling analysis of account data for brand…
N/A N/A
32183
gui-wf
Provides AI assistants with access to PurelyMail's email management API, enabli…
32184
robsyc
loinc-mcp Claim
Enables searching LOINC codes and retrieving detailed information including pan…
N/A N/A
32185
Peliqan-io
Enables AI assistants to interact with the Peliqan platform, providing access t…
N/A N/A
32186
overtimepog
Canvas MCP Claim
MCP server for Canvas LMS that exposes courses, assignments, modules, pages, fi…
N/A N/A
32187
chdb-io
chdb-mcp Claim
An MCP server for chDB, the in-process SQL OLAP engine powered by ClickHouse. L…
N/A N/A
32188
ssolis-ti
Transforms any compatible LLM or AI Assistant into a master orchestrator of Cre…
32189
chukaibejih
A comprehensive task management MCP server built with FastMCP, featuring full C…
N/A N/A
32190
RectiFlex
Access and manage CenterPoint Connect data for property management, constructio…
N/A N/A 95
32191
ailenshen
Write your resume in Markdown and export to PDF with AI assistance, using a bui…
N/A N/A
32192
ngsanthosh
Enables authenticated user profile retrieval via the 'whoami' tool, using OAuth…
N/A N/A
32193
bbeksh
MCPpedia Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
81
32194
JuJu78
Self-hosted MCP server that exposes Google Search Console tools (list sites, qu…
N/A N/A
32195
ObscuritySRL
umbriel Claim
Playwright for the Windows desktop, from Bun — drive native GUIs via UI Automat…
N/A N/A
32196
boringstudio-org
A comprehensive MCP server suite that enables AI interaction with Gitea for rep…
N/A N/A 95
32197
breezykalama
An experimental MCP server that lets AI agents interact with guarded payment wo…
32198
luzzwaix
lazarus-mcp Claim
Enables automatic diagnosis, safe repair, and evidence generation for broken No…
N/A N/A
32199
rangogamedev
codecks-mcp Claim
MCP server for Codecks project management, providing 38 tools to manage cards, …
N/A N/A
32200
beekamai
gmod-mcp Claim
MCP server for Garry's Mod enabling RCON command execution, Lua scripting, wind…
N/A N/A
Showing 32151–32200 of 62098 servers
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