MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12201
philipp-eisen
Modal MCP Toolbox Claim 1
Facilitates running Python code in a sandbox and generating images using the FL…
C 61 55 72 60 60 78 31
12202
dravidsajinraj-iex
Code Runner Claim
Execute JavaScript and Python code securely in isolated environments with compr…
C 61 64 80 67 0 29 90 92
12203
PaulGG-Code
Streamline ethical security testing with a curated set of Kali-based reconnaiss…
C 61 54 68 38 N/A 19 95 74
12204
arturborycki
Enables secure interaction with Teradata databases through SQL queries, schema …
C 61 66 86 66 0 31 82 97
12205
VinayakTiwari1103
MCP-Smallest.ai Claim 1
A Model Context Protocol server implementation that provides a standardized int…
C 61 55 51 68 22 81 76
12206
AaronGoldsmith
MCP Remote Control Claim 1
An MCP server that enables AI assistants to control TVs on a local network thro…
C 61 54 45 31 N/A 37 95 98
12207
Ansvar-Systems
dominican-law-mcp Claim
Dominican Republic legislation via MCP -- full-text search across statutes and …
C 61 66 86 56 0 51 82 91
12208
lztrifunovic
A serverless implementation of Model Context Protocol on Cloudflare Workers tha…
C 61 55 48 68 21 81 80
12209
swoiow
Database MCP Claim
Enables interaction with MySQL and PostgreSQL databases through separate plugga…
C 61 55 54 55 16 81 91
12210
S1R15H
Enables interaction with blog RSS/Atom feeds to list posts, fetch content, get …
C 61 55 66 33 19 81 99
12211
keithah
Unofficial integration! ## ✨ Key Features ### 💰 Financial Intelligence - **Smar…
C 61 66 72 63 0 73 81 88
12212
ahmedmustahid
PostgreSQL MCP Server Claim 1
A Model Context Protocol server providing dual transport (HTTP and Stdio) acces…
C 61 55 57 43 33 78 91
12213
intigration
OPC UA MCP Server Claim
Connects AI agents to OPC UA-enabled industrial systems for real-time monitorin…
C 61 55 54 33 44 80 98
12214
isakskogstad
KB MCP Server Claim
Provides access to Sweden's National Library (Kungliga biblioteket) open APIs, …
C 61 55 62 43 25 80 86
12215
phuihock
Provides various AI capabilities through DeepInfra's OpenAI-compatible API incl…
C 61 55 72 22 26 81 100
12216
s2d01
Enables Claude AI to generate professional, production-ready MIDI files (chord …
C 61 64 88 47 0 37 94 100
12217
henihaddad
GCP MCP Claim
Enables managing Google Cloud Platform resources through natural language comma…
C 61 55 60 43 28 74 96
12218
jekakos
Enrich user data by adding social network links based on provided personal info…
C 61 66 96 51 0 29 81 100
12219
warpmetrics
Connects AI assistants to Warpmetrics telemetry data to monitor AI agent perfor…
C 61 64 84 43 0 53 95 94
12220
burakdirin
mysqldb-mcp-server Claim 1
An MCP server that enables MySQL database integration with Claude. You can exec…
C 61 55 51 28 61 81 92
12221
Orchardxyz
Mammoth MCP Server Claim
Converts Microsoft Word DOCX files to clean, semantic HTML with support for pre…
C 61 64 66 60 0 56 95 91
12222
AnuragB7
MCP-RAG Claim
An MCP-compatible system that handles large files (up to 200MB) with intelligen…
C 61 55 56 40 37 81 92
12223
scmcphub
Infercnv-MCP Claim
Provides a natural language interface for inferring Copy Number Variations (CNV…
C 61 55 68 61 39 82 44
12224
jmeserve
sprout-mcp Claim 1
An MCP server that integrates the Sprout Social Public API with Claude and othe…
C 61 55 53 41 30 80 98
12225
imlewc
Provides an MCP protocol interface for interacting with Elasticsearch 7.x datab…
C 61 55 72 31 42 78 79
12226
MokshadaRaibagkar
A lightweight AI agent that fetches real-time weather alerts for any U.S. state…
C 61 54 60 26 N/A 21 95 100
12227
langfuse
mcp-server-langfuse Claim 1
MCP server to access and manage LLM application prompts created with [Langfuse]…
C 61 66 76 58 0 63 82 95
12228
itsphily
MCP Generix Claim
Provides semantic search and management of shared documentation using ChromaDB …
C 61 54 54 31 N/A 29 90 99
12229
ukicar
Enables access to the Gallica digital library of the Bibliothèque nationale de …
C 61 66 92 62 0 30 82 95
12230
changheesong2020
seegene-bid-mcp Claim
C 61 64 86 71 0 26 90 81
12231
armand0e
Enables AI-powered searches through a local Perplexica instance with multiple f…
C 61 64 78 52 0 59 95 88
12232
arjunkmrm
Search the web, images, videos, news, and local businesses with robust filters,…
C 61 66 78 68 0 53 81 90
12233
jootsuki
Backlog MCP Server Claim 3
An MCP server that connects to Backlog API, providing functionality to search, …
C 61 55 57 67 22 78 72
12234
febriansyahnr
MCP Alchemy Server Claim
Provides access to financial transaction data from XB database, enabling lookup…
C 61 55 54 50 29 80 89
12235
Ratnaditya-J
csvglow Claim 1
Generate beautiful self-contained HTML dashboards from CSV/Excel files with int…
C 61 54 64 0 N/A 66 89 95
12236
airatech
Enables searching for Auckland public transport stops and retrieving real-time …
C 61 55 62 20 42 81 100
12237
DaanTheoden
Enables Claude Desktop to interact with Aras Innovator PLM systems via OAuth 2.…
C 61 66 94 50 0 49 81 88
12238
Sneezry
Provides traditional Chinese XiaoLiuRen divination analysis with accurate lunar…
C 61 55 72 95 22 81 16
12239
Wildcard-Official
DeepContext Claim 1
Adds symbol-aware semantic search to coding agents like Codex CLI and Claude Co…
C 61 64 94 65 0 55 88 61
12240
Ayoub-etoullali
An MCP server that provides AI applications with a toolset for an Artificial Vi…
C 61 54 27 50 N/A 44 95 96
12241
jhgaylor
A utility that integrates Model Context Protocol (MCP) into Express application…
C 61 55 72 33 42 82 70
12242
somacaru
Echo MCP Server Claim
A simple demonstration MCP server that provides an echo tool and resource for l…
C 61 54 54 41 N/A 25 88 93
12243
imoon
A Model Context Protocol server that bridges Microsoft Teams and MCP-compatible…
C 61 55 51 55 18 81 94
12244
Jay4242
An MCP server that enables web searches using a SearxNG instance, allowing MCP-…
C 61 55 61 30 39 81 92
12245
KO-Good-code
YApi MCP Server Claim
Enables reading and searching API documentation from YApi instances, allowing A…
C 61 55 72 37 27 81 80
12246
rexfelix
Enables reading and extracting content from PDF documents including text (as Ma…
C 61 54 48 41 N/A 27 95 91
12247
abuttoncc
A tool server that enables large language models to directly access and utilize…
C 61 54 60 33 N/A 42 95 75
12248
199-mcp
MCP Uber Server Claim 1
An MCP server that enables AI assistants to book and manage Uber rides, includi…
C 61 55 63 75 25 81 46
12249
HarishGangula
A TypeScript implementation of a Model Context Protocol server and client that …
C 61 54 36 62 N/A 6 94 100
12250
Abhi5h3k
MCP-URL2SNAP Claim
A lightweight Model Context Protocol (MCP) server that enables your LLM to capt…
C 61 54 56 40 N/A 23 87 94
Showing 12201–12250 of 67226 servers
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