MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35751
lefcgis
QGIS MCP Claim
Connect QGIS to Claude AI through the Model Context Protocol (MCP), enabling Cl…
N/A N/A
35752
tomwojcik
hn-mcp Claim
MCP server enabling AI agents to interact with Hacker News, including fetching …
N/A N/A
35753
pipeworx-io
Enables search and query of City of Seattle GIS open geospatial datasets such a…
35754
PeerapolSelanon
Connects Claude Desktop to FortiGate firewalls via REST API for read-only confi…
35755
agentic-devops
AI-powered MCP server for enterprise OpenShift/Kubernetes cluster management, p…
35756
50R1Paps
Provides tools to retrieve, ingest, and reindex a serverless personal knowledge…
35757
Creative fatigue, winning-angle, competitor ad, and hook benchmark intelligence.
N/A N/A 81
35758
valderan
A modern Python MCP server for rendering customizable charts (line, bar, pie, s…
N/A N/A
35759
radenaisa
mubdi Claim
N/A N/A 95
35760
pipeworx-io
Enables searching and querying Durham, North Carolina open geospatial data from…
35761
sjgant80-hub
MCP server for the foldkit SDK, exposing 7-prime spine, κ-bands, and fold opera…
N/A N/A
35762
przemyslawzielinski87-debug
akm-bridge Claim
MCP server for AKM v0.8.1, exposing 14 read-only tools via JSON-RPC over stdio …
N/A N/A
35763
pdhimate
A read-only MCP server that connects Claude to your eToro account, enabling que…
N/A N/A
35764
sharpTrick
Parley Claim
A transport-agnostic MCP seam for messages, context sharing, and task hand-off …
35765
gsc-em
MCP CPG GTINs — B2B Retail Grocery Procurement
35766
masflame
afrikure-mcp Claim
N/A N/A 95
35767
truongvknnlthao-gif
Local MCP server bridging ChatGPT Web to local tools for file, shell, git, test…
N/A N/A
35768
bluestemso
Provides full access to the Coda API v1, enabling AI agents to interact with Co…
35769
larock22
A production-ready MCP server that exposes Aider's code editing capabilities vi…
35770
theYahia
paytabs-mcp Claim
MCP server for PayTabs payment gateway (MENA region). Enables payment page crea…
35771
HITMANdark07
neatcode-mcp Claim
Provides deterministic AST graph queries and rule validation for AI coding agen…
N/A N/A
35772
nttcom
Enables MCP clients to check text content using chakoshi's guardrail API for sa…
35773
mikeysrecipes
An MCP server implementation that integrates with Freshdesk, enabling AI models…
N/A N/A
35774
CyberBOB07
Enables validation, fixing, and generation of PineScript code for TradingView, …
35775
PuckAPI
PuckAPI Claim
NHL hockey data MCP server. 12 tools covering games, standings, player stats, g…
35776
InfraMCP
MCP server for VMware vSphere infrastructure management, enabling VM operations…
N/A N/A
35777
pipeworx-io
Etherscan Claim
Etherscan MCP — multichain block-explorer API (Etherscan V2)
35778
chochinlu
An MCP server that integrates AI assistants with the Flickr API, enabling manag…
N/A N/A
35779
asmaaziry19
test Claim
N/A N/A 95
35780
JWears
Exposes multiple local documentation folders to AI assistants via tools for lis…
N/A N/A
35781
daniel-ddtech
Adlicio Claim
Scrape customer comments and reviews from Reddit, YouTube, Amazon, TikTok, and …
35782
OpenChatGit
MCP server for querying Destiny 2 game data from Bungie's manifest. Provides to…
N/A N/A
35783
MaidToShelly
Algorand ecosystem knowledge layer as an MCP server, enabling identification of…
N/A N/A
35784
teodorofodocrispin-cmyk
veradata Claim
MCP server providing verified Latin American data via x402 micropayments. 4 MCP…
35785
dsouflis
Enables solving constraint satisfaction problems, mathematical equations, and l…
N/A N/A
35786
fastmcp-me
Enables searching and retrieving content from Grokipedia, with tools for page l…
35787
ahmedEid1
Lumen Claim
Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, i…
N/A N/A
35788
homeloanexpress
Enables AI assistants to answer mortgage-related queries by providing tools for…
35789
muditkalra
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
35790
inardini
Enables LLMs to generate and retrieve long-term memories using Vertex AI Memory…
35791
shuohui-air-technology
MCP server for detecting AI writing patterns in Chinese academic text and provi…
N/A N/A
35792
mplogas
psu-mcp Claim
MCP server for programmable bench power supply control, enabling autonomous boo…
N/A N/A
35793
DanielHou315
Overleaf MCP Claim
A real-time MCP server that enables AI coding agents to read, write, and compil…
35794
deepujain
Provides a document database with search, retrieval, and creation tools, and a …
N/A N/A
35795
dubzdubz
ctx4-ai Claim
MCP server for portable context management across AI assistants, providing tool…
35796
bramato
MCP server for uploading, listing, and retrieving files on S3-compatible storag…
35797
ccoodduu
MCP server that gives Claude Desktop access to school data from Studie+ (Danish…
35798
Codinglone
A unified context layer that connects your local data — repositories, documents…
N/A N/A
35799
Heretek-RE
re-speakeasy Claim
MCP server for Speakeasy — Windows API emulation for binary analysis. It runs a…
N/A N/A
35800
huikku
Enables LLMs to interact with Kitsu production tracker via its Zou API, providi…
Showing 35751–35800 of 66549 servers
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