MCP Server Quality Scores

Independent quality analysis of 33593 public MCP servers

33593
Discovered
28205
Scored
1966
Verified
16957
Complete

Last updated 1 hour, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10001
scaryrawr
An MCP server that enables LLMs to count occurrences of specific letters within…
C 66 54 41 63 N/A 31 95 100
10002
Baronco
Converts SQL queries between different database dialects using the sqlglot libr…
C 66 55 60 60 25 82 98
10003
Parichay-Pothepalli
Provides access to comprehensive financial data including income statements, ba…
C 66 55 60 61 26 81 95
10004
cyberchitta
llm-context.py Claim
Share code context with LLMs via MCP or clipboard
C 66 54 66 22 N/A 69 90 89
10005
Dublin1231
PDF MCP Flow Claim
Enables AI-driven PDF document processing including PDF to Markdown conversion,…
C 66 54 84 28 N/A 47 90 74
10006
tponscr-debug
oracle-h Claim
Human approval gate for AI agents. Critical actions approved or rejected by a h…
C 66 64 72 73 0 69 95 92
10007
wangshunnn
bilibili MCP Server Claim 1
A Model Context Protocol server that allows AI assistants to retrieve user info…
C 66 55 53 100 48 81 40
10008
mapdevsaikat
Geocode addresses, lookup administrative boundaries, and process DigiPin codes …
C 66 64 86 73 0 60 83 93
10009
asadudin
gdrive mcp capable of upload
C 66 55 78 46 19 81 97
10010
madebygps
A Python-based Azure CLI assistant that provides natural language processing ca…
C 66 54 72 36 N/A 43 95 81
10011
h-lu
Paperlib MCP Claim
Enables academic literature management through PDF import, hybrid search, knowl…
C 66 55 54 67 48 81 76
10012
yejelim
Enables natural language exploration and advanced analysis of VitalDB medical d…
C 66 55 80 91 N/A 22 95 17
10013
gaurigshankar
Weather MCP Server Claim
Enables AI assistants to access real-time US weather forecasts and alerts throu…
C 66 55 60 100 N/A 22 95 37
10014
handsomegentlemen
Enables AI models to access user geolocation information through EdgeOne Pages …
C 66 55 66 37 41 82 100
10015
bradleyfay
Automatically provides AI assistants with contextual, version-specific document…
C 66 55 36 65 56 81 97
10016
mixophrygian
A local MCP server for retrieving and analyzing your browser history. Makes it…
C 66 54 70 25 N/A 42 95 98
10017
PranavMishra28
Enables sending emails through Gmail using your Gmail credentials. Provides a s…
C 66 55 66 100 25 81 43
10018
sksudeepvarma
ClickUp MCP Server Claim
Provides integration with ClickUp's API, allowing you to retrieve task informat…
C 66 55 70 50 23 81 98
10019
ThinkFar
Provide systematic thinking, mental models, and debugging approaches to enhance…
C 66 55 86 82 25 81 37
10020
arjunkmrm
A minimal ChatGPT app demonstrating interactive greeting widgets with confetti …
C 66 55 66 55 26 81 93
10021
arnaldo-delisio
Engagio MCP Claim
Enables Twitter engagement intelligence by monitoring accounts and topics to id…
C 66 55 72 38 37 78 99
10022
Srish-ty
A server that manages conversation context for LLM interactions, storing recent…
C 66 55 86 36 23 81 94
10023
Abdullah-1121
MCP Chat Claim
A command-line interface application that enables interaction with LLMs through…
C 66 54 78 31 N/A 24 95 95
10024
cloud-aspect
Config MCP Server Claim
Enables AI assistants to search documentation, read and update configuration fi…
C 66 55 54 100 N/A 26 95 43
10025
demomagic
Enables document parsing through the Mineru API with support for multiple forma…
C 66 55 54 72 21 81 92
10026
openSVM
An MCP server implementation that enables access to DexScreener API data, provi…
C 66 55 69 83 42 81 42
10027
BobGod
A Model Context Protocol server that enables AI tools to automatically publish …
C 66 54 45 73 N/A 48 90 75
10028
hexsupport
Provides a Model Context Protocol interface for HexagonML ModelManager tools, e…
C 66 55 78 43 30 81 89
10029
scriptstar
Provides personalized Data Engineering learning updates by fetching recent news…
C 66 55 70 100 21 81 38
10030
SeoNaRu
Enables users to search for the latest news articles from The Guardian using ke…
C 66 54 72 72 N/A 24 95 51
10031
zhengyun1008
Provides access to MySQL databases with fine-grained access control, supporting…
C 66 55 78 32 45 81 89
10032
yellowgg2
Enables searching and retrieving content from BookStack knowledge bases via the…
C 66 55 72 100 27 76 37
10033
martinshumberto
Provides intelligent introspection and exploration of any GraphQL API schema wi…
C 66 55 66 57 21 81 97
10034
fancyboi999
A server that allows interfacing with the Chinese social media platform Xiaohon…
C 66 54 62 43 N/A 38 95 88
10035
claw-factory
TRUSS MCP Server Claim
A developer tool suite for Claude Code that automates the creation of CLAUDE.md…
C 66 55 96 0 58 81 93
10036
mattijsdp
dbt-docs-mcp Claim 1
MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt C…
C 66 54 57 28 N/A 60 92 100
10037
satty1987
Node MCP Server Claim
A minimal Express-based MCP server that exposes a weather tool through HTTP end…
C 66 55 66 55 27 81 91
10038
cfocoder
Banxico MCP Server Claim
Enables access to Bank of Mexico (Banxico) economic data including real-time an…
C 66 55 60 38 51 81 100
10039
neeraj15022001
Curl MCP Server Claim 2
A Model Context Protocol server that provides secure curl command execution cap…
C 66 55 63 65 22 77 96
10040
doomdagadiggiedahdah
Enables programmatic access to the IACR Cryptology ePrint Archive, facilitating…
C 66 55 78 82 37 81 39
10041
GitGuardian
Enables AI agents to scan projects for leaked secrets and manage security incid…
C 66 55 84 33 61 82 67
10042
markgregg
Analyzes runtime data objects to suggest optimal UI component instructions for …
C 66 54 60 52 N/A 32 95 83
10043
johnnyclem
xcsift-mcp Claim 1
An MCP server that enables AI assistants to parse Xcode and Swift build outputs…
C 66 54 53 51 N/A 46 87 91
10044
saktheeswar
Enables AI agents to query and interact with Azure DevOps data, including work …
C 66 55 60 63 27 81 91
10045
khushiiagrawal
MCP Research Server Claim 1
A Model Context Protocol server that provides tools for searching arXiv papers …
C 66 55 73 55 24 81 85
10046
Hroerkr
A fully self-hosted MCP server that integrates the Mem0 framework to provide pe…
C 66 54 68 32 N/A 34 90 100
10047
NAXG
ThreatMCP Claim 1
An MCP server that integrates ThreatBook's threat intelligence API, offering 15…
C 66 55 69 53 36 83 82
10048
pepo1275
MCP4GVA Claim
Enables access to GVA GIS (Generalitat Valenciana) geographic data through ArcG…
C 66 55 78 87 21 81 43
10049
Calvin-Francis
Memory MCP Claim 1
A Model Context Protocol server that provides AI assistants with persistent sem…
C 66 55 69 43 42 83 90
10050
Futuretechaiguy
A Model Context Protocol server that helps users create, validate, manage, and …
C 66 55 81 75 43 81 37
Showing 10001–10050 of 33593 servers
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