MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53801
delt4d
Enables AI models to search and read topics from the Sankhya community discussi…
N/A N/A
53802
lucascortazz
Enables execution and monitoring of Cucumber.js + Playwright automated tests, i…
N/A N/A
53803
flaviagaia
Exposes Rancher-managed clusters as tools for AI assistants, enabling SRE tasks…
53804
dandelionrosegroup
An MCP server that gives AI coding assistants persistent memory across sessions…
N/A N/A
53805
imvickykumar999
Enables users to manage Telegram reminders via natural language or commands, wi…
N/A N/A
53806
mstocker1
A Model Context Protocol server that lets an LLM open web pages, list interacti…
53807 N/A N/A 95
53808
jonathanrorbet-dotcom
postgress Claim
N/A N/A 95
53809
guodaxia103
Tabrix Claim
Enables MCP clients to control and interact with the user's real Chrome browser…
53810
mohsinsheikhani
An MCP server that transforms OpenClaw into a programming tutor using PRIMM-Lit…
N/A N/A
53811
loreum-app
Connects MCP-compatible AI assistants to query and modify worldbuilding data (e…
53812
Shyamkadiwar
Enables AI assistants to interact with MongoDB databases through natural langua…
53813
srogerf
A local MCP server that connects Codex to Microsoft Graph and Gmail for reading…
N/A N/A
53814
Ezzeay
mcp-server Claim
Production-ready TypeScript MCP server exposing utility, GitHub, and Microsoft …
N/A N/A
53815
CloneYourProj0
MCP server for Xiaohongshu automation, enabling feed browsing, search, note pub…
53816
sabbour
Exposes Agentweaver runs and outcomes as MCP tools for Claude Desktop and compa…
53817
hexingyuofficial
Streetlight Claim
Enables MCP-capable agents to control REAPER through safe, typed operations for…
N/A N/A
53818
ayuriiuni-prog
mcp_db Claim
MCP server for exploring metadata of corporate databases: table structures, rel…
53819
BingZi-233
ssh-mcp Claim
An MCP server enabling Claude to execute commands on multiple remote servers vi…
53820
blackpwnguin
Bridges Claude Code CLI with Cursor IDE to use your existing Claude subscriptio…
N/A N/A
53821
paralax
SeldomMaster Claim
A collection of MCP tools for cybersecurity threat intelligence and local netwo…
N/A N/A
53822
MrTechi-Dev
Enables AI assistants to retrieve, search, and compare procurement documents us…
N/A N/A
53823
incentivai-io
Provides comprehensive access to user management, wallet operations, and blockc…
53824
schwarztim
A Model Context Protocol server that enables AI assistants to perform network p…
53825
tsod
Local stdio MCP server for read-only Microsoft SQL Server access through Python…
N/A N/A
53826
vision-release
devdoc Claim
A documentation MCP server that crawls websites and Git repositories, stores th…
53827
mafaq229
pbirb-mcp Claim
An MCP server for editing Power BI Report Builder paginated reports (.rdl) thro…
N/A N/A
53828
ratho13
MCP server for Aidoo fitness studio management software, enabling access to mem…
N/A N/A
53829
pipeworx-io
Enables searching and querying City of Carlsbad, California open geospatial dat…
53830
nik-red
Enables AI assistants to execute Python functions and system commands via Strea…
N/A N/A
53831
duelist2021jp
Provides Ubuntu system information (CPU, memory, disk, network, services, proce…
N/A N/A
53832
NautilusOSS
UluWalletMCP Claim
Manages Algorand signer records, enforces local signing policy, and signs paylo…
N/A N/A
53833
septract
An MCP server that wraps Aristotle's automated theorem prover for Lean 4, allow…
N/A N/A
53834
axeldotdev
Headquarter Claim
An AI-first business and project management tool that stores data locally in Ma…
N/A N/A 95
53835
H2SO4620
ForgeSwarm Claim
An MCP server that turns independent AI agents into a coordinated engineering t…
53836
youjunxiaji
A feedback-oriented MCP server with a Web UI for AI development workflows, enab…
N/A N/A
53837
emmahyde
Provides AI systems with structured thinking frameworks and reasoning tools to …
53838 N/A N/A 95
53839
lambdamechanic
Provides access to CISA's Known Exploited Vulnerabilities catalog via the Model…
N/A N/A
53840
stratosphereips
Connects Scopus to AI assistants for literature discovery. Provides tools for f…
53841
iferdelja
Enables access to stock and financial data from Alpha Vantage, including stocks…
53842
kevinten-ai
Enables AI image generation, editing, and upscaling via Google Gemini and Image…
81
53843
chdnl0420-svg
A Unity Editor command bridge that uses JSON files under .codex/unity-commands …
N/A N/A
53844
david-constantinescu
Remote MCP server for FTC & Pedro Pathing research, providing tools to search t…
53845
yestharanthony-png
Outlook Calendar MCP Server built using FastMCP and Microsoft Graph API. This M…
53846
waqarkaleemkhan
decisions Claim
Verified US tax and money decision tools: verdict plus a pre-filled deep link t…
53847
saurabhherwadkar
A comprehensive MCP server and client implementation in Python exposing tools (…
N/A N/A
53848
anam-org
Enables managing AI personas, avatars, voices, and sessions from any MCP client…
53849
PizzaYx
A Model Context Protocol server for Dify that provides culture-related services…
N/A N/A 95
53850
NoBanks
sendbird-mcp Claim
MCP server for Sendbird chat infrastructure, enabling AI agents to provision us…
Showing 53801–53850 of 66502 servers