MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29919
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22551
Cranot
roam-code Claim
Provides local codebase intelligence as an MCP server, enabling AI agents to qu…
C 64 43 60 25 N/A 80 95
22552
mikeychann-hash
MCP server with intelligent memory management and file monitoring that enables …
C 64 44 94 43 24 77
22553
infobip
Infobip OpenAPI MCP is a framework for exposing OpenAPI documented HTTP APIs as…
C 64 43 60 38 N/A 66 95
22554
dansever
estait-app Claim
C 64 33 58 N/A N/A 33 95
22555
Type-MCP
mcp-anything Claim
One command to turn any codebase into an MCP server
C 64 43 90 0 N/A 73 89
22556
Sai-Manvith
Updation MCP Claim
A production-grade, LLM-agnostic MCP server that integrates AI models with tool…
C 64 44 72 62 30 82
22557
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22558
theYahia
kontur-focus-mcp Claim 1
MCP server for Kontur.Focus API — company search, brief reports, financial anal…
C 64 33 55 N/A N/A 55 83
22559
shlomico-tr
Provides Model Context Protocol tools for interacting with eToro's public API e…
C 64 44 72 70 19 80
22560
munch-group
GitHub CLI MCP Server Claim 2
An MCP server that wraps the GitHub CLI to provide comprehensive access to repo…
C 64 43 71 47 N/A 39 90
22561
RyanCardin15
This server provides tools for interacting with the NOAA Tides and Currents API…
C 64 44 66 61 42 81
22562
V-Sekai-fire
Solve symbolic mathematics problems using SymPy.
C 64 33 54 N/A N/A 39 95
22563
CDataSoftware
HDFS MCP Server by CData
C 64 33 58 N/A N/A 34 95
22564
CDataSoftware
This read-only MCP Server allows you to connect to Highrise data from Claude De…
C 64 33 58 N/A N/A 33 95
22565
lawp09
bitbucket-mcp Claim 1
Enables AI assistants to manage Bitbucket Cloud repositories, pull requests, pi…
C 64 43 45 41 83 95
22566
INSIDE-HAIR
Enables comprehensive Google Meet and Calendar management through Google Calend…
C 64 44 84 46 31 80
22567
CDataSoftware
JSON MCP Server by CData
C 64 33 58 N/A N/A 34 95
22568
CDataSoftware
xBase MCP Server by CData
C 64 33 58 N/A N/A 34 95
22569
kandrwmrtn
C++ MCP Server Claim 1
An MCP server that provides semantic understanding of C++ codebases using libcl…
C 64 43 81 28 N/A 40 95
22570
dcollaoa
BloodyAD MCP Claim
Enables Active Directory enumeration and abuse operations through the bloodyAD …
C 64 44 72 43 58 81
22571
CDataSoftware
This read-only MCP Server allows you to connect to Basecamp data from Claude De…
C 64 33 58 N/A N/A 33 95
22572
CDataSoftware
Access MCP Server by CData
C 64 33 58 N/A N/A 34 95
22573
theYahia
chestnyznak-mcp Claim 1
MCP server for Chestniy ZNAK (Честный ЗНАК) API — product marking verification.…
C 64 33 51 N/A N/A 62 83
22574
CDataSoftware
This read-only MCP Server allows you to connect to Bing Ads data from Claude De…
C 64 33 58 N/A N/A 33 95
22575
Devin-AXIS
A2V Claim
A2V: Next-Gen AI Value Compute Protocol. …
C 64 43 72 46 N/A 33 95
22576
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22577
alkoleft
Инструмент для выгрузки синтаксис помощника в файлы
C 64 33 48 N/A N/A 50 95
22578
CDataSoftware
Apache CouchDB MCP Server by CData
C 64 33 58 N/A N/A 34 95
22579
tolkonepiu
🏆 A ranked list of MCP servers. Updated weekly.
C 64 33 40 N/A N/A 64 95
22580
jwadow
mcp-excel Claim 1
Enables AI agents to analyze Excel files through atomic operations like filteri…
C 64 43 79 30 N/A 50 90
22581
toolprint
A curated collection of persona-based mcp server & tool groupings.
C 64 33 54 N/A N/A 38 95
22582
whichguy
Bridges AI assistants with Google Apps Script to enable automated building, man…
C 64 43 60 41 N/A 62 95
22583
rachellarralde
Enables security scanning of code projects to identify common vulnerabilities l…
C 64 33 50 N/A N/A 45 95
22584
CDataSoftware
SAP ERP MCP Server by CData
C 64 33 58 N/A N/A 34 95
22585
SynkraAI
MCP Ecosystem: Docker MCP Toolkit, IDE Configs & Presets for AIOS
C 64 33 54 N/A N/A 40 95
22586
Super-I-Tech
mcp-plexus Claim
mcp-plexus
C 64 44 84 43 39 80
22587
dunialabs
Peta Core Claim
A production-ready MCP gateway and control plane that provides credential vault…
C 64 43 54 46 64 95
22588
NetApp
aide-mcp-server Claim 1
MCP server for NetApp AI Data Engine
C 64 33 41 N/A N/A 62 95
22589
hangwin
Chrome MCP Server Claim
A Chrome extension-based Model Context Protocol server that enables AI assistan…
C 64 43 64 22 N/A 79 95
22590
Alparse
snip-mcp Claim 1
An MCP server for capturing screen regions directly into Claude Code conversati…
C 64 33 51 N/A N/A 45 95
22591
danielealbano
An MCP Server for Android running on the phone, optmized for token usage, suppo…
C 64 33 39 N/A N/A 66 95
22592
ashfordeOU
MCP server for codebase analysis — dependency graphs, security scanning, refact…
C 64 33 45 N/A N/A 56 95
22593
kim-geonil
MCP Atlassian Claim 1
An MCP server that integrates with Jira and Confluence to enable AI-powered iss…
C 64 44 45 71 62 82
22594
CDataSoftware
This read-only MCP Server allows you to connect to Salesforce Einstein data fro…
C 64 33 58 N/A N/A 33 95
22595
mikusnuz
meta-mcp Claim 3
Full-coverage MCP server for Instagram Graph API v25.0, Threads API & Meta plat…
C 64 33 57 71 67
22596
theYahia
planfix-mcp Claim 1
MCP server for Planfix API enabling task, project, contact, and comment managem…
C 64 33 55 53 83
22597
nguyennguyenit
pancake-pos-mcp Claim 1
MCP server for Pancake POS — 23 tools across orders, inventory, CRM, multi-chan…
C 64 33 45 N/A N/A 53 95
22598
DocMinus
DECIMER MCP Server Claim 1
MCP server for DECIMER image-to-SMILES chemical structure recognition
C 64 33 45 N/A N/A 53 95
22599
chunkhound
chunkhound Claim
Local first codebase intelligence
C 64 43 56 26 N/A 85 95
22600
director-run
director Claim
MCP Playbooks for AI agents
C 64 43 56 41 N/A 72 90
Showing 22551–22600 of 59993 servers
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