MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37851
ToremLabs
heuresis Claim
Read & write your Heuresis idea graph and run TRIZ/C-K/ASIT operators from your…
N/A N/A
37852
sprmdta
Gives Claude Desktop full control over Google NotebookLM via 56 MCP tools — man…
N/A N/A
37853
twomasc
TaskPile Claim
Pile in. Sort out. Taskpile is an AI-first productivity task manager that lives…
37854
samitugal
Connects Claude to your Strava account so you can query your activities, stats,…
37855
blacksmithers
VaultForge Claim
An MCP server for Obsidian that enables canvas creation with auto-layout, BM25-…
N/A N/A
37856
infoway-api
Gives AI assistants access to real-time financial data including stock prices, …
37857
HosakaKeigo
x-mcp-server Claim
An MCP server that enables posting tweets, reading timelines, searching posts, …
N/A N/A
37858
abhiyoheswaran1
TokenTrace Claim
Local-first AI CLI usage analytics for agents.
N/A N/A
37859
Taump
obyte-mcp Claim
A local MCP server that enables AI tools to query Obyte blockchain data includi…
N/A N/A
37860
dai-zw
Enables AI assistants to read, modify, and create Word (.docx) and Excel (.xlsx…
N/A N/A
37861
praveen030686
22 MCP tools for AI agents: crypto prices and trading signals (53 coins), stock…
81
37862
bugparty
Enables AI clients to manage resumes, match job descriptions, and generate tail…
37863
IDragos94
codemesh Claim
Intelligent server management MCP server that enables agents to write TypeScrip…
N/A N/A
37864
AaryaBhusal
ctfd-mcp Claim
Enables users to list CTFd challenges, read details, start/stop dynamic Docker …
37865
IamRamgarhia
memorybridge Claim
Cross-tool AI memory MCP server for Claude Code, Cursor, Antigravity, Windsurf,…
N/A N/A
37866
siimleetberg
A MySQL MCP server providing tools to query and explore MySQL databases via std…
37867
benpalmer1
An MCP server that exposes the full Gorgias helpdesk API to AI assistants, enab…
37868
neoai-agent
rds-mcp Claim
Enables monitoring and analysis of Amazon RDS (MySQL, PostgreSQL) instances, me…
37869
kendrickjr
Enables AI-powered procurement policy compliance, document generation, supplier…
37870
0xAkuti
Multi-AI Consensus Tool: Query multiple AI models in parallel, synthesize respo…
37871
madlinux768
Provides a private, managed instance of the official GitHub MCP server hosted o…
81
37872
onori
Enables retrieval of historical stock data from Yahoo Finance through a simple …
37873
Deep-Intelligent-Pharma
A server that provides translation capabilities using TranslationX API, enablin…
N/A N/A
37874
r9drig-tech
Enables controlling Power BI with AI through natural language commands for crea…
37875
gossipauthorxpm
docs-mcp Claim
MCP server for reading and writing .docx files. Exposes four paginated tools so…
N/A N/A
37876
hyzaw
A proxy middleware for the Variflight MCP server with token rotation, intellige…
N/A N/A
37877
ccq1
Provides access to Chinese mainland financial data including A-stock quotes, fi…
37878
einsteindark-edgm
A Model Context Protocol server that enables listing and reading PDF documents …
N/A N/A
37879
cphoskins
Enables generating presentations, documents, webpages, and social posts via Gam…
37880
jackmis0724
styx-mcp Claim
Provides 7 reverse-engineering tools (hexdump, disasm, strings, xref, Ghidra de…
N/A N/A
37881
postoria-app
Enables MCP-compatible clients to create, schedule, queue, inspect, and delete …
37882
ArnoLegi
MCP INPI Claim
Enables querying French business registers (RNE, BODACC) and trademarks via INP…
37883
aayush13022
Enables appending to Google Docs and creating Gmail drafts with OAuth 2.0 authe…
N/A N/A
37884
ynnekF
mcp-server Claim
A simple, extensible MCP server implementation for local use with tools like Co…
N/A N/A
37885
sniebauer
Enables full CRUD operations on Zendesk admin configurations like triggers, aut…
37886
Maxbleu
Enables Formula 1 data analysis through natural language, providing tools like …
37887
jimiaki7
aster-guard Claim
Enables scanning MCP server configurations for security risks like prompt injec…
N/A N/A
37888
prismteam-ai
Enables semantic search and ingestion of investor content using Upstash Vector …
37889
HelpFreedom
Provides current weather and forecasts for any city via natural language, using…
37890
jernejk
An MCP server that enables AI agents to search and retrieve SSW Rules, a collec…
N/A N/A
37891
beardfaceguy
daimonos Claim
Agent-optimized MCP server replacing built-in file, search, exec, and git tools…
N/A N/A
37892
PareshSoni468
Bridges Katalon Studio with Claude AI for intelligent QA automation, enabling p…
N/A N/A
37893
synonymouse
Enables indexing and semantic search of software project files via MCP, with au…
N/A N/A
37894
orhanucok
Relay Claim
Enables AI to delegate boilerplate, drafts, tests, and refactors to free LLM pr…
37895
dicoy
mcp-devenv Claim
An MCP server that gives your AI assistant full awareness of your local dev env…
N/A N/A
37896
aayushmdesai
Live .NET runtime diagnostics for AI assistants. Ask Claude to diagnose memory …
N/A N/A
37897
Cyoda-platform
Enables AI assistants to interact with Cyoda platform entities and workflows th…
37898
chaser164
CronGrid Claim
This MCP server enables LLMs to POST, GET, and DELETE cron jobs that schedule e…
37899
colesmcintosh
MCP server that connects WHOOP health tracker data to ChatGPT, enabling read-on…
37900
olaurendeau
Exposes the Camptocamp.org API to LLMs, enabling querying of alpine routes, sum…
Showing 37851–37900 of 67181 servers
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