MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54801
sinamohsenifar
Enables AI assistants to read and drive a real, logged-in Firefox browser, incl…
N/A N/A
54802
MustafaKemal0146
trdizin-mcp Claim
MCP server for querying TÜBİTAK TR Dizin academic database, enabling search of …
N/A N/A
54803
ADI2084
Enables intelligent troubleshooting, monitoring, and configuration of Cisco Mer…
54804
E112222
A read-only Model Context Protocol server that lets an LLM analyst interrogate …
54805
BourbonDog
Amicus Claim
Multi-model LLM Council and parallel AI window for Claude Code. Fork any model,…
N/A N/A
54806
vaquarkhan
MCP-Bastion Claim
Security middleware for MCP. Blocks prompt injection, PII leakage, and resource…
N/A N/A 95
54807
KARANNARESHMAKIM
Exposes analytical tools for Revenue Growth Management (RGM) using NielsenIQ da…
N/A N/A
54808
redcool
Enables AI agents (like Claude Code, Cursor) to directly operate Unity scenes v…
N/A N/A
54809
gyfis
Enables fast, local-only read access to Linear data via the macOS cache, allowi…
N/A N/A
54810
bughide011
test111
N/A N/A 95
54811
universal-mcp
Universal MCP server for Pipedrive, enabling interaction with Pipedrive's tools…
54812
RyansitoTeroAI
Enables ChatGPT to interact with noCRM leads for outreach tracking, including l…
54813
Ansvar-Systems
Enables querying Estonian data protection regulations, decisions, and guideline…
54814
aayuushh365
Enables claude.ai to append durable memory entries to an Obsidian vault on GitH…
54815
MCP server for Prefect. Monitor and debug workflows, deployments, and automatio…
N/A N/A 81
54816
CRED-CLUB
aws-cost-mcp Claim
Enables querying AWS Cost and Usage Report data via Amazon Athena for cost-effe…
54817
mcpassistant
Enables automated testing and coverage reporting for MCP services with test exe…
N/A N/A 95
54818
pengpongpang
An implementation that connects to locally running Anki, enabling card review a…
N/A N/A 95
54819
55jrmds
PD2 Lua MCP Claim
Provides LLMs with access to Payday 2 Lua documentation and source code via 7 M…
N/A N/A
54820
smileCompiler
Enables interaction with Google Ads data via Claude Desktop, providing tools fo…
54821
mgnirck
lecka-mcp Claim
Race nutrition planning for endurance athletes. Calculates carb, sodium and flu…
54822
listenrightmeow
Provide a sandbox environment to test and develop MCP servers compatible with C…
N/A N/A 95
54823
optave
codegraph Claim
Provides AI agents with a function-level dependency graph of the codebase throu…
N/A N/A
54824
Laegend14
Enables AI assistants to search, retrieve, and browse GenLayer documentation th…
N/A N/A
54825
bultcloud
Bult Claim
Deploy and manage Bult apps from AI coding agents.
N/A N/A
54826
jeongho54
An MCP server that provides structural load and stability math (tipping, suppor…
54827
danieldoderlein
llm-bus Claim
Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, h…
54828
SemblanceLabs
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
54829
cUDGk
ffmpeg-mcp Claim
Enables LLMs to safely execute ffmpeg and ffprobe operations by passing argumen…
N/A N/A
54830
pipeworx-io
Enables searching for indicators of compromise from ThreatFox by file hash (MD5…
54831
wenjiachengy
Enables secure interaction with MySQL databases through listing tables, reading…
81
54832
eminogrande
Provides portable working rules and tooling instructions as MCP resources, ensu…
N/A N/A
54833
realfastAI
Enables AI models to interactively explore, analyze, and manage Salesforce orga…
N/A N/A
54834
SSIG-IT
An MCP server that connects Claude to a 3CX Phone System (V20+), enabling user …
54835
Adityaaery20
media-mcp Claim
Local image and video processing MCP server with 13 tools for resize, convert, …
N/A N/A 95
54836
OriShmila
Provides access to Wikipedia through 10 tools including search, article retriev…
N/A N/A
54837
ssh-mcp Claim 2
MCP server for SSH operations with built-in diagnostics
N/A N/A 81
54838
willermo
Enables agents to classify, audit, and plan documentation using the Diataxis fr…
N/A N/A
54839
divyashah0510
A ServiceNow integration server for the Model Context Protocol that enables aut…
54840
harshil1502
sarvam-mcp Claim
A type-safe MCP server for the Sarvam AI API that enables chat, translation, tr…
N/A N/A
54841
jefflee1990710
One MCP server that enables LLM agents to read, post, comment, and engage on fo…
N/A N/A
54842
My-Outcasts
A local MCP server that captures coding context, tracks developer sessions, and…
N/A N/A
54843
ntunes
Enables management of network devices via SSH using Netmiko, supporting command…
N/A N/A
54844
EricGrill
MCP-IPFS Claim
A Model Context Protocol server that enables Claude to interact directly with I…
N/A N/A
54845
martin-papy
Enables AI development tools to perform semantic search and document relationsh…
54846
abossard
drawio-mcp Claim
Enables AI assistants to create, read, and edit draw.io diagrams with live prev…
N/A N/A
54847
Victor-EU
Telbase Claim
Deploy any web project with one command. AI-native platform with self-healing f…
N/A N/A 95
54848
theagenttimes
Verified, sourced, real-time intelligence layer for AI agents.
54849
devzspy
A Model Context Protocol server for Discourse forums, extended with review queu…
54850
zainbacchus
A read-only Telegram MCP server that retrieves messages from your DMs, groups, …
N/A N/A
Showing 54801–54850 of 66502 servers