MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2801
openpharma-org
PubMed MCP Server Claim
Enables AI assistants to search and retrieve biomedical research articles from …
B 77 55 94 60 52 82 91
2802
kaosensei
An MCP server that enables full CRUD operations for Intercom Help Center articl…
B 77 55 75 66 67 80 99
2803
triptych
A server that provides access to the Opera Omnia collection of JSON datasets fo…
B 77 55 94 58 45 81 100
2804
ashenud
MySQL MCP Server Claim 1
Enables connecting to and querying MySQL databases directly from Cursor IDE, wi…
B 77 55 84 100 47 81 58
2805
SeanMcLoughlin
mcp-vcd Claim 1
Provide all changes of the specified signal name to the model's context. This i…
B 77 54 90 56 N/A 52 89 92
2806
ogbm77
Provides natural language access to Cisco CX Cloud APIs for querying hardware i…
B 77 55 94 68 27 81 100
2807
hanweg
mcp-pdf-tools Claim 1
mcp using PyPDF2 to: • merge-pdfs • extract-pages • search-pdfs • merge-pdf…
B 77 54 86 55 N/A 45 95 98
2808
talentedmrweb
Provides Claude Desktop with direct access to your local file system for develo…
B 77 55 90 91 N/A 44 95 48
2809
supremehyo
MCP Appium Claim 1
Enables AI agents to automate Android mobile device testing through Appium, wit…
B 77 55 80 91 N/A 45 95 61
2810
Aryan-Jhaveri
Access Statistics Canada data via the Web Data Services API
B 77 55 92 62 N/A 61 76 90
2811
babuvenky76
Provides specialized tools for portfolio health analysis, rebalance simulations…
B 77 55 88 70 53 80 87
2812
kumarprobeops
MCP server for running infrastructure diagnostics from 6 global regions. It pro…
B 77 54 72 72 57 82 100
2813
promplate
hmr Claim
Docs for hot-module-reload and reactive programming for Python (`hmr` on PyPI)
B 77 66 84 90 52 56 81 92
2814
arturwyroslak
AI Agent Generator Claim
Enables creation and deployment of AI agents through natural language by provid…
B 77 54 94 71 N/A 29 90 84
2815
cmillstead
Basalt MCP Claim
A security-hardened MCP server that enables AI models to safely interact with O…
B 77 54 60 70 N/A 59 95 100
2816
timothywarner-org
prompt-pro Claim
Master AI prompting for business innovation. O'Reilly Live Learning course by T…
B 77 54 78 45 N/A 69 95 99
2817
5p00kyy
Seafile MCP Server Claim 1
Enables AI assistants to interact with Seafile cloud storage for managing self-…
B 77 55 88 68 43 82 97
2818
ColeMurray
Enables execution of SQL queries against AWS Athena databases with schema disco…
B 77 55 68 65 81 82 94
2819
nia-atavism
nia-link Claim 1
Automate web browsing and data extraction by converting live pages into clean M…
B 77 55 90 72 47 81 84
2820
skydeckai
Provides access to personal/team knowledge repositories with tools to search, r…
B 77 55 92 68 37 81 94
2821
oborchers
mcp-server-docy Claim
mcp-server-docy
B 77 55 82 58 63 80 100
2822
domdomegg
Google Maps Places Claim
Allow AI systems to search for places and get business info via Google Maps Pla…
B 77 54 88 70 N/A 55 75 91
2823
hiromitsusasaki
An integration that allows LLMs to interact with Raindrop.io bookmarks using th…
B 77 55 90 72 36 80 96
2824
felipfr
A powerful Model Context Protocol server for LinkedIn API integration
B 77 54 66 70 N/A 64 92 92
2825
Pr0j3c7t0dd-Ltd
Provides clipboard-style operations for AI coding agents to cut, copy, paste, a…
B 77 55 78 100 N/A 55 95 44
2826
awesimon
Connects agents to Elasticsearch data using the Model Context Protocol, allowin…
B 77 55 82 62 61 81 95
2827
perryjr1444-ux
Automatically analyzes codebases and generates beautiful Mintlify-style documen…
B 77 55 90 100 56 81 47
2828
narayana-reddy-circles
Enables checking git repository status and viewing recent commit history throug…
B 77 55 96 100 N/A 22 95 46
2829
Augmented-Nature
PDB-MCP-Server Claim 1
A Model Context Protocol (MCP) server that provides access to the Protein Data …
B 77 55 100 61 N/A 34 82 94
2830
florinel-chis
Provides offline search and retrieval of Magento 2 GraphQL API documentation wi…
B 77 54 88 61 N/A 32 94 96
2831
smith-nathanh
Oracle MCP Server Claim
Execute SQL queries, browse schemas, and analyze Oracle Database performance th…
B 77 55 92 63 45 81 94
2832
PeWu
Integrates with the WikiTree API to provide tools for exploring genealogical da…
B 77 54 78 68 N/A 50 87 97
2833
multiluca2020
Provides structured sequential thinking capabilities for AI assistants to break…
B 77 55 78 100 N/A 50 95 47
2834
yryuu
Enables comprehensive local file system operations including searching and read…
B 77 54 90 61 N/A 30 92 99
2835
d-kimuson
ESA MCP Server Claim
Enables interaction with esa.io's API through the Model Context Protocol, suppo…
B 77 55 74 67 74 76 95
2836
ssdeanx
An MCP server that performs iterative deep research using Google Gemini 2.5 Fla…
B 77 54 82 61 55 92 91
2837
bquigley1
Enables interaction with Finix payment processing services through a simplified…
B 77 55 92 72 25 82 98
2838
blake365
usgs-quakes-mcp Claim 1
B 77 55 94 100 N/A 40 95 37
2839
iannuttall
Flux UI MCP Server Claim 1
Provides reference information for Flux UI components, enabling AI assistants t…
B 77 55 78 100 N/A 45 95 54
2840
doITmagic
rag-code-mcp Claim
Privacy-first semantic code navigation MCP server using RAG. Features deep AST …
B 77 54 94 43 N/A 78 90 79
2841
suchitad1950
Enables managing employee records by providing tools to list directories, retri…
B 77 54 84 71 N/A 21 95 100
2842
jflamb
Provides programmatic access to the FDIC BankFind Suite API, enabling users to …
B 77 55 69 88 55 81 89
2843
cfrs2005
GS Robot MCP Server Claim 1
A Model Control Protocol plugin for controlling GS cleaning robots, supporting …
B 77 55 82 82 49 81 81
2844
niyogi
render-mcp Claim
Interact with Render (https://render.com) and easily deploy your services
B 77 55 90 66 40 81 100
2845
arian-gogani
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
B 77 44 72 N/A N/A 35 95 96
2846
Augmented-Nature
AlphaFold-MCP-Server Claim 1
A comprehensive Model Context Protocol (MCP) server that provides access to the…
B 77 55 94 62 N/A 34 83 100
2847
ExpertVagabond
ZetaChain universal blockchain MCP server
B 77 54 90 61 N/A 59 84 88
2848
benpm
LLDB MCP Server Claim 1
Provides structured debugging capabilities through LLDB, enabling AI assistants…
B 77 55 72 82 N/A 43 95 84
2849
gwyer
Provides real-time weather data from Open-Meteo API and enables creating and re…
B 77 55 90 66 37 81 100
2850
tannernicol
Grimoire Claim 1
A local security knowledge base that indexes documentation like CVEs and CWEs u…
B 77 55 94 91 58 81 49
Showing 2801–2850 of 67181 servers
« Prev 1 55 56 57 58 59 1344 Next »