MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33851
axiosdevs
AgentsCoin Claim
Give your AI agent its own money. AgentsCoin MCP lets an agent create a wallet,…
N/A N/A
33852
rweisssieker-xp
Integrates PTC Windchill and Creo Parametric with LLM-based clients via the Mod…
N/A N/A
33853
danie1net0
Manages Laravel Forge servers, sites, deployments, SSL certificates, databases,…
33854
steward-mxjb
Analyse SEO, PPC, E-Commerce from 30+ marketing sources. Connect to your marke…
N/A N/A 95
33855
FlorianBruniaux
gsc-mcp Claim
MCP server providing 32 tools for Google Search Console and Google Analytics 4,…
33856
Rethunk-AI
Provides Go language tools for LLMs to analyze, test, and format Go code.
N/A N/A
33857
RajdeepDas43
Governed memory for AI agents (Paramind AI): conflict-checked writes, time-trav…
N/A N/A
33858
vaibhavpandeyvpz
pipedriver Claim
MCP server for Pipedrive API v2, enabling management of deals, persons, organiz…
N/A N/A
33859
matematicsolutions
legalize-mcp Claim
A read-only MCP server providing access to national legislation from 37 jurisdi…
33860
MarkovianProtocol
provenance Claim
Stamp any data to the Markovian chain for a verifiable provenance receipt. Prov…
33861
smspgh
Enables comprehensive Windows process and service management with secure UAC el…
N/A N/A 95
33862
FLUF-io
mcp Claim
Manage a FLUF resale account from an AI agent: inventory, crosslisting and unif…
N/A N/A
33863
Pupatko
soonar-mcp Claim
Enables searching, viewing, and managing Slovak business leads (companies) via …
33864
geq1fan
Context MCP Claim
Provides AI agents with secure, read-only file system access to analyze and und…
N/A N/A
33865
0x3at
tasks Claim
N/A N/A 95
33866
valentin-harrang
Enables scaffolding and managing Clean Architecture in Next.js projects, provid…
N/A N/A
33867
dwsmorg
Enables safe changelog management for AI assistants with append-only entries, a…
N/A N/A
33868
googlarz
Complete Vinted MCP and CLI Server
33869
ASMHunter Claim 1
Drive ASMHunter attack-surface monitoring from an AI agent: recon, scans, findi…
N/A N/A 69
33870
phpl
Provides read-only access to Bitbucket Server repositories, pull requests, bran…
N/A N/A
33871
ASGDeveloper
Enables searching through 1C:Enterprise configuration source code (XML+BSL) wit…
N/A N/A
33872
nampd3
Analyzes GitLab group projects to extract purpose, I/O, dependencies, and datab…
33873 N/A N/A 95
33874
Himan-D
Connects AI assistants to a persistent memory engine with Neo4j knowledge graph…
33875
michaeljfazio
koios-mcp Claim
An MCP server that provides LLMs with access to 95 tools covering the Koios Car…
33876
coolport
latexmk-mcp Claim
An MCP server that exposes LaTeX compilation, log parsing, dependency inspectio…
N/A N/A
33877
Futuremine97
quant information provider bot
N/A N/A
33878
pipeworx-io
mcp-nypl Claim
Search and retrieve items from the NYPL Digital Collections by keyword or ID.
33879
yazilim-vip
Enables management of Apple Reminders on macOS, including creating, listing, se…
N/A N/A
33880
RookiAi
Provides a tool for searching through YCombinator tweets using natural language…
33881
guanweiqiang
MCP stdio server for controlling local Anki via AnkiConnect. Enables LLMs to ma…
N/A N/A
33882
TLS-Radar
TLS Radar Claim
SSL/TLS scanning, free Let's Encrypt issuance, and certificate-expiry monitorin…
33883
suryarajendhran
Enables read-only interaction with Hasura GraphQL APIs, including table explora…
33884
big-saltedfish
MCP Browser Claim
Provide a browser-based interface to interact with Model Context Protocol serve…
N/A N/A 95
33885
HBPEKING-TKS
Enables AI agents to automate COMSOL Multiphysics simulations, including model …
N/A N/A
33886
harholinsky
Ledgy Claim
Log, query, and edit expenses, budgets, and accounts in Ledgy from any MCP-comp…
33887
kanbanzone
Enables AI assistants to manage Kanban Zone workspaces via 23 tools for boards,…
33888
sunc901008
Enables AI assistants to manage WordPress content (create, retrieve, update pos…
33889
fastmcp-me
gcp-mcp Claim
Enables managing Google Cloud Platform (GCP) resources through natural language…
N/A N/A
33890
PlumyCat
An enhanced dynamic MCP server management service that creates, runs, and manag…
N/A N/A
33891
pipeworx-io
Arxiv Claim
arXiv MCP — preprint server search (free, no auth)
33892
Hcs66
Enables users to interact with the Writeathon platform for managing cards, spac…
33893
amahpour
Connects Claude to E\*Trade for income-oriented trading research, providing rea…
81
33894
hileamlakB
PRIMS Claim
N/A N/A 95
33895
TsukumoHQ
trovex Claim
Serves coding agents one canonical doc per query instead of rereading the repo …
N/A N/A
33896
amr05008
Enables LLMs to access a user's personal writing context—voice, style, opinions…
N/A N/A
33897
Knuckles-Team
MCP server enabling interaction with ServiceNow API for managing incidents, CMD…
33898
jayimu
Enables AI assistants to analyze network traffic using Wireshark/tshark, provid…
N/A N/A
33899
koala73
Live markets, conflicts, country risk, chokepoints, energy, and China decision …
33900
axel-belfort
HTML to Markdown converter API for AI agents. Convert HTML to clean Markdown: s…
81
Showing 33851–33900 of 66549 servers
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