diff --git a/README.md b/README.md
index 17f72fe6..052de03e 100644
--- a/README.md
+++ b/README.md
@@ -43,7 +43,9 @@ Official integrations are maintained by companies building production ready MCP
- **[Obsidian Markdown Notes](https://github.com/calclavia/mcp-obsidian)** - Read and search through your Obsidian vault or any directory containing Markdown notes
- **[E2B](https://github.com/e2b-dev/mcp-server)** - Run code in secure sandboxes hosted by [E2B](https://e2b.dev)
- **[Exa](https://github.com/exa-labs/exa-mcp-server)** - Search Engine made for AIs by [Exa](https://exa.ai)
+- **[JetBrains](https://github.com/JetBrains/mcp-jetbrains)** – Work on your code with JetBrains IDEs
- **[Neon](https://github.com/neondatabase/mcp-server-neon)** - Interact with the Neon serverless Postgres platform
+- **[Neo4j](https://github.com/neo4j-contrib/mcp-neo4j/)** - Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory
- **[Tinybird](https://github.com/tinybirdco/mcp-tinybird)** - Interact with Tinybird serverless ClickHouse platform
- [Search1API](https://github.com/fatwang2/search1api-mcp) - One API for Search, Crawling, and Sitemaps
- **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine
@@ -60,7 +62,7 @@ A growing set of community-developed and maintained servers demonstrates various
- **[Spotify](https://github.com/varunneal/spotify-mcp)** - This MCP allows an LLM to play and use Spotify.
- **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles
- **[Vega-Lite](https://github.com/isaacwasserman/mcp-vegalite-server)** - Generate visualizations from fetched data using the VegaLite format and renderer.
-- **[Snowflake](https://github.com/datawiz168/mcp-snowflake-service)** - This MCP server enables LLMs to interact with Snowflake databases, allowing for secure and controlled data operations.
+- **[Snowflake](https://github.com/isaacwasserman/mcp-snowflake-server)** - This MCP server enables LLMs to interact with Snowflake databases, allowing for secure and controlled data operations.
- **[MySQL](https://github.com/designcomputer/mysql_mcp_server)** (by DesignComputer) - MySQL database integration in Python with configurable access controls and schema inspection
- **[MySQL](https://github.com/benborla/mcp-server-mysql)** (by benborla) - MySQL database integration in NodeJS with configurable access controls and schema inspection
- **[MSSQL](https://github.com/aekanun2020/mcp-server/)** - MSSQL database integration with configurable access controls and schema inspection
@@ -80,15 +82,28 @@ A growing set of community-developed and maintained servers demonstrates various
- **[Docker](https://github.com/ckreiling/mcp-server-docker)** - Integrate with Docker to manage containers, images, volumes, and networks.
- **[Kubernetes](https://github.com/Flux159/mcp-server-kubernetes)** - Connect to Kubernetes cluster and manage pods, deployments, and services.
- **[OpenAPI](https://github.com/snaggle-ai/openapi-mcp-server)** - Interact with [OpenAPI](https://www.openapis.org/) APIs.
-- **[Pandoc](https://github.com/vivekVells/mcp-pandoc)** - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, and plain text, with other formats like PDF, csv and docx in development.
+- **[Pandoc](https://github.com/vivekVells/mcp-pandoc)** - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, and plain text, with other formats like PDF, csv and docx in development.
+- **[Pinecone](https://github.com/sirmews/mcp-pinecone)** - MCP server for searching and uploading records to Pinecone. Allows for simple RAG features, leveraging Pinecone's Inference API.
- **[HuggingFace Spaces](https://github.com/evalstate/mcp-hfspace)** - Server for using HuggingFace Spaces, supporting Open Source Image, Audio, Text Models and more. Claude Desktop mode for easy integration.
- **[ChatSum](https://github.com/chatmcp/mcp-server-chatsum)** - Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so)
- **[Rememberizer AI](https://github.com/skydeckai/mcp-server-rememberizer)** - An MCP server designed for interacting with the Rememberizer data source, facilitating enhanced knowledge retrieval.
+- **[FlightRadar24](https://github.com/sunsetcoder/flightradar24-mcp-server)** - A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data.
- **[X (Twitter)](https://github.com/vidhupv/x-mcp)** (by vidhupv) - Create, manage and publish X/Twitter posts directly through Claude chat.
- **[X (Twitter)](https://github.com/EnesCinr/twitter-mcp)** (by EnesCinr) - Interact with twitter API. Post tweets and search for tweets by query.
- **[RAG Web Browser](https://github.com/apify/mcp-server-rag-web-browser)** An MCP server for Apify's RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
- **[XMind](https://github.com/apeyroux/mcp-xmind)** - Read and search through your XMind directory containing XMind files.
- **[oatpp-mcp](https://github.com/oatpp/oatpp-mcp)** - C++ MCP integration for Oat++. Use [Oat++](https://oatpp.io) to build MCP servers.
+- **[Contentful-mcp](https://github.com/ivo-toby/contentful-mcp)** - Read, update, delete, publish content in your [Contentful](https://contentful.com) space(s) from this MCP Server.
+- **[Home Assistant](https://github.com/tevonsb/homeassistant-mcp)** - Interact with [Home Assistant](https://www.home-assistant.io/) including viewing and controlling lights, switches, sensors, and all other Home Assistant entities.
+- **[cognee-mcp](https://github.com/topoteretes/cognee-mcp-server)** - GraphRAG memory server with customizable ingestion, data processing and search
+- **[Airtable](https://github.com/domdomegg/airtable-mcp-server)** - Read and write access to [Airtable](https://airtable.com/) databases, with schema inspection.
+- **[mcp-k8s-go](https://github.com/strowk/mcp-k8s-go)** - Golang-based Kubernetes server for MCP to browse pods and their logs, events, namespaces and more. Built to be extensible.
+- **[Notion](https://github.com/v-3/notion-server)** (by v-3) - Notion MCP integration. Search, Read, Update, and Create pages through Claude chat.
+- **[Notion](https://github.com/suekou/mcp-notion-server)** (by suekou) - Interact with Notion API.
+- **[TMDB](https://github.com/Laksh-star/mcp-server-tmdb)** - This MCP server integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations.
+- **[MongoDB](https://github.com/kiliczsh/mcp-mongo-server)** - A Model Context Protocol Server for MongoDB.
+- **[Airtable](https://github.com/felores/airtable-mcp)** - Airtable Model Context Protocol Server.
+- **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext
## 📚 Resources
diff --git a/src/everything/README.md b/src/everything/README.md
index b00a6635..c4255f6f 100644
--- a/src/everything/README.md
+++ b/src/everything/README.md
@@ -1,4 +1,4 @@
-# Everything MCP Server
+# Everything MCP Server
This MCP server attempts to exercise all the features of the MCP protocol. It is not intended to be a useful server, but rather a test server for builders of MCP clients. It implements prompts, tools, resources, sampling, and more to showcase MCP capabilities.
@@ -15,7 +15,7 @@ This MCP server attempts to exercise all the features of the MCP protocol. It is
2. `add`
- Adds two numbers together
- Inputs:
- - `a` (number): First number
+ - `a` (number): First number
- `b` (number): Second number
- Returns: Text result of the addition
@@ -27,7 +27,7 @@ This MCP server attempts to exercise all the features of the MCP protocol. It is
- Returns: Completion message with duration and steps
- Sends progress notifications during execution
-4. `sampleLLM`
+4. `sampleLLM`
- Demonstrates LLM sampling capability using MCP sampling feature
- Inputs:
- `prompt` (string): The prompt to send to the LLM
@@ -39,17 +39,23 @@ This MCP server attempts to exercise all the features of the MCP protocol. It is
- No inputs required
- Returns: Base64 encoded PNG image data
+6. `printEnv`
+ - Prints all environment variables
+ - Useful for debugging MCP server configuration
+ - No inputs required
+ - Returns: JSON string of all environment variables
+
### Resources
The server provides 100 test resources in two formats:
-- Even numbered resources:
+- Even numbered resources:
- Plaintext format
- URI pattern: `test://static/resource/{even_number}`
- Content: Simple text description
- Odd numbered resources:
- Binary blob format
- - URI pattern: `test://static/resource/{odd_number}`
+ - URI pattern: `test://static/resource/{odd_number}`
- Content: Base64 encoded binary data
Resource features:
diff --git a/src/everything/everything.ts b/src/everything/everything.ts
index a31cd7f0..e89dd192 100644
--- a/src/everything/everything.ts
+++ b/src/everything/everything.ts
@@ -1,6 +1,7 @@
import { Server } from "@modelcontextprotocol/sdk/server/index.js";
import {
CallToolRequestSchema,
+ CompleteRequestSchema,
CreateMessageRequest,
CreateMessageResultSchema,
GetPromptRequestSchema,
@@ -40,6 +41,8 @@ const LongRunningOperationSchema = z.object({
steps: z.number().default(5).describe("Number of steps in the operation"),
});
+const PrintEnvSchema = z.object({});
+
const SampleLLMSchema = z.object({
prompt: z.string().describe("The prompt to send to the LLM"),
maxTokens: z
@@ -48,12 +51,20 @@ const SampleLLMSchema = z.object({
.describe("Maximum number of tokens to generate"),
});
+// Example completion values
+const EXAMPLE_COMPLETIONS = {
+ style: ["casual", "formal", "technical", "friendly"],
+ temperature: ["0", "0.5", "0.7", "1.0"],
+ resourceId: ["1", "2", "3", "4", "5"],
+};
+
const GetTinyImageSchema = z.object({});
enum ToolName {
ECHO = "echo",
ADD = "add",
LONG_RUNNING_OPERATION = "longRunningOperation",
+ PRINT_ENV = "printEnv",
SAMPLE_LLM = "sampleLLM",
GET_TINY_IMAGE = "getTinyImage",
}
@@ -297,6 +308,11 @@ export const createServer = () => {
description: "Adds two numbers",
inputSchema: zodToJsonSchema(AddSchema) as ToolInput,
},
+ {
+ name: ToolName.PRINT_ENV,
+ description: "Prints all environment variables, helpful for debugging MCP server configuration",
+ inputSchema: zodToJsonSchema(PrintEnvSchema) as ToolInput,
+ },
{
name: ToolName.LONG_RUNNING_OPERATION,
description:
@@ -374,6 +390,17 @@ export const createServer = () => {
};
}
+ if (name === ToolName.PRINT_ENV) {
+ return {
+ content: [
+ {
+ type: "text",
+ text: JSON.stringify(process.env, null, 2),
+ },
+ ],
+ };
+ }
+
if (name === ToolName.SAMPLE_LLM) {
const validatedArgs = SampleLLMSchema.parse(args);
const { prompt, maxTokens } = validatedArgs;
@@ -412,6 +439,34 @@ export const createServer = () => {
throw new Error(`Unknown tool: ${name}`);
});
+ server.setRequestHandler(CompleteRequestSchema, async (request) => {
+ const { ref, argument } = request.params;
+
+ if (ref.type === "ref/resource") {
+ const resourceId = ref.uri.split("/").pop();
+ if (!resourceId) return { completion: { values: [] } };
+
+ // Filter resource IDs that start with the input value
+ const values = EXAMPLE_COMPLETIONS.resourceId.filter(id =>
+ id.startsWith(argument.value)
+ );
+ return { completion: { values, hasMore: false, total: values.length } };
+ }
+
+ if (ref.type === "ref/prompt") {
+ // Handle completion for prompt arguments
+ const completions = EXAMPLE_COMPLETIONS[argument.name as keyof typeof EXAMPLE_COMPLETIONS];
+ if (!completions) return { completion: { values: [] } };
+
+ const values = completions.filter(value =>
+ value.startsWith(argument.value)
+ );
+ return { completion: { values, hasMore: false, total: values.length } };
+ }
+
+ throw new Error(`Unknown reference type`);
+ });
+
server.setRequestHandler(SetLevelRequestSchema, async (request) => {
const { level } = request.params;
diff --git a/src/git/README.md b/src/git/README.md
index 31e4edbb..8f3afdc7 100644
--- a/src/git/README.md
+++ b/src/git/README.md
@@ -73,6 +73,12 @@ Please note that mcp-server-git is currently in early development. The functiona
- `repo_path` (string): Path to Git repository
- `branch_name` (string): Name of branch to checkout
- Returns: Confirmation of branch switch
+9. `git_show`
+ - Shows the contents of a commit
+ - Inputs:
+ - `repo_path` (string): Path to Git repository
+ - `revision` (string): The revision (commit hash, branch name, tag) to show
+ - Returns: Contents of the specified commit
## Installation
diff --git a/src/git/src/mcp_server_git/server.py b/src/git/src/mcp_server_git/server.py
index dd796ee8..9b204c6e 100644
--- a/src/git/src/mcp_server_git/server.py
+++ b/src/git/src/mcp_server_git/server.py
@@ -52,6 +52,10 @@ class GitCheckout(BaseModel):
repo_path: str
branch_name: str
+class GitShow(BaseModel):
+ repo_path: str
+ revision: str
+
class GitTools(str, Enum):
STATUS = "git_status"
DIFF_UNSTAGED = "git_diff_unstaged"
@@ -63,6 +67,7 @@ class GitTools(str, Enum):
LOG = "git_log"
CREATE_BRANCH = "git_create_branch"
CHECKOUT = "git_checkout"
+ SHOW = "git_show"
def git_status(repo: git.Repo) -> str:
return repo.git.status()
@@ -113,6 +118,24 @@ def git_checkout(repo: git.Repo, branch_name: str) -> str:
repo.git.checkout(branch_name)
return f"Switched to branch '{branch_name}'"
+def git_show(repo: git.Repo, revision: str) -> str:
+ commit = repo.commit(revision)
+ output = [
+ f"Commit: {commit.hexsha}\n"
+ f"Author: {commit.author}\n"
+ f"Date: {commit.authored_datetime}\n"
+ f"Message: {commit.message}\n"
+ ]
+ if commit.parents:
+ parent = commit.parents[0]
+ diff = parent.diff(commit, create_patch=True)
+ else:
+ diff = commit.diff(git.NULL_TREE, create_patch=True)
+ for d in diff:
+ output.append(f"\n--- {d.a_path}\n+++ {d.b_path}\n")
+ output.append(d.diff.decode('utf-8'))
+ return "".join(output)
+
async def serve(repository: Path | None) -> None:
logger = logging.getLogger(__name__)
@@ -179,6 +202,11 @@ async def list_tools() -> list[Tool]:
description="Switches branches",
inputSchema=GitCheckout.schema(),
),
+ Tool(
+ name=GitTools.SHOW,
+ description="Shows the contents of a commit",
+ inputSchema=GitShow.schema(),
+ )
]
async def list_repos() -> Sequence[str]:
@@ -290,6 +318,13 @@ async def call_tool(name: str, arguments: dict) -> list[TextContent]:
text=result
)]
+ case GitTools.SHOW:
+ result = git_show(repo, arguments["revision"])
+ return [TextContent(
+ type="text",
+ text=result
+ )]
+
case _:
raise ValueError(f"Unknown tool: {name}")
diff --git a/src/google-maps/README.md b/src/google-maps/README.md
index 962f031a..51a1b9e5 100644
--- a/src/google-maps/README.md
+++ b/src/google-maps/README.md
@@ -4,19 +4,19 @@ MCP Server for the Google Maps API.
## Tools
-1. `geocode`
+1. `maps_geocode`
- Convert address to coordinates
- Input: `address` (string)
- Returns: location, formatted_address, place_id
-2. `reverse_geocode`
+2. `maps_reverse_geocode`
- Convert coordinates to address
- Inputs:
- `latitude` (number)
- `longitude` (number)
- Returns: formatted_address, place_id, address_components
-3. `search_places`
+3. `maps_search_places`
- Search for places using text query
- Inputs:
- `query` (string)
@@ -24,12 +24,12 @@ MCP Server for the Google Maps API.
- `radius` (optional): number (meters, max 50000)
- Returns: array of places with names, addresses, locations
-4. `get_place_details`
+4. `maps_place_details`
- Get detailed information about a place
- Input: `place_id` (string)
- Returns: name, address, contact info, ratings, reviews, opening hours
-5. `get_distance_matrix`
+5. `maps_distance_matrix`
- Calculate distances and times between points
- Inputs:
- `origins` (string[])
@@ -37,12 +37,12 @@ MCP Server for the Google Maps API.
- `mode` (optional): "driving" | "walking" | "bicycling" | "transit"
- Returns: distances and durations matrix
-6. `get_elevation`
+6. `maps_elevation`
- Get elevation data for locations
- Input: `locations` (array of {latitude, longitude})
- Returns: elevation data for each point
-7. `get_directions`
+7. `maps_directions`
- Get directions between points
- Inputs:
- `origin` (string)